List of Authors

Abay, Solomon Gebru

• Comparative Analysis of Automated Frame Selection Methods for Glaucoma Detection in Smartphone-Based Low-Quality Fundus Video

Abbasi, Ahmed

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Abbasi, Hamid

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Abdelaziz, Youssif

• BIGUS: Beam Integrated Gaussian Scattering for Continuous Ultrasound View Synthesis

Abdelkader, Abdelrahman

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Abdelmoumene, Djahid

• BREIT: A Framework for Brain Stroke Reconstruction using Multi-frequency 3D EIT

Abdelrahman, Elsayed

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Abdollahi, Ali

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework

Abhishek, Kumar

• Quality-Guided Semi-supervised Learning for Medical Image Segmentation

Abida, Ons

• SS-IoSR: Self-supervised Intraoral Scans Repair

Aboagye, Eric O.

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Abolmaesumi, Purang

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography
• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification
• Compass: Prostate Cancer Detection Needs Multi-view Context
• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression
• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Abootorabi, Mohammad Mahdi

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection

Abouagour, Mohamed

• PRISM: Differentiable Analysis-by-Synthesis for Fixel Recovery in Diffusion MRI

Acevedo Rodriguez, Noemi

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Achakulvisut, Titipat

• MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning
• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Acharya, Partha

• Digital Twin of the Lung from Wearable Biosignals for Real-Time Respiratory Monitoring

Addison, Owen

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Adeli, Ehsan

• Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain

Adnan, Tariq

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Afkanpour, Arash

• Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning

Aftabi, Hamidreza

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Agam, Gady

• MM-UNet: Meta Mamba UNet for Volumetric Medical Image Segmentation

Aghayari, Ali

• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Agnihotri, Shashank

• Faithful, Interpretable Chest X-ray Diagnosis with Artifact-Free B-cos Networks

Agnihotri, Shivanshu

• Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

Agrawal, Akansh

• AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification

Agrawal, Akshan

• AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification

Aguergaray, Claude

• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Aguilera, Stephanie Marie

• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Ahmadi, Mobin

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Ahmadi, Raha

• Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis

Ahmadi, Seyed-Ahmad

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Ahmed, Amr

• Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

Ahmed, Md Rayhan

• When Views Disagree: Conflict-Aware Evidential Inference for Multi-view Mammography

Ahn, Euijoon

• CARformer: Class-Aware Representation Learning for Small-Cohort, Imbalanced Psychiatric Disorder Classification in Brain MRI

Ahn, Sangjeong

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Ahn, Sohyun

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Ai, Danni

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Aizenstein, Orna

• TOFlow: Learning-Based Isotropic Reconstruction and Flow Mapping from Multi-orientation TOF-MRA

Akaeva, Aida

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Akan, Gulhan E.

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Akbaba, Elif

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Akgul, Yusuf Sinan

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Aktas, Halil Ertugrul

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Al Ghallabi, Wafa

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Al Nuaimi, Dana

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Al-Bander, Baidaa

• Fair Curriculum Learning for Concept Bottleneck Models in Dermatology

Al-Fakih, Abdulkhalek

• Coarse-to-Fine Meta-Reweighting with Dynamic Retrieval for Adult-to-Pediatric Domain Adaptation in Tumor Segmentation

Al-Haidri, Walid

• Sequence-Conditioned Flow-Based Models for Digital Phantom Generation in MRI

Al-Kindi, Sadeer

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores
• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Al-masni, Mohammed A.

• KiMoCo-Net: Dual-Domain Learning for MRI Motion Artifact Correction
• Coarse-to-Fine Meta-Reweighting with Dynamic Retrieval for Adult-to-Pediatric Domain Adaptation in Tumor Segmentation

AlOmaish, Hassan

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Alabbad, Mahmoud

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Alabi, Nikolay

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Alam, Uazman

• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation

Alambeigi, Farshid

• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Alasmawi, Hussain

• From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction

Albarqouni, Shadi

• PromptGate: Client-Adaptive Vision–Language Gating for Open-Set Federated Active Learning
• K-MaT: Knowledge-Anchored Manifold Transport for Cross-Modal Prompt Learning in Medical Imaging

Albers, Greg

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Alekseenko, Julia

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Alexander, Daniel C.

• MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction
• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Alhammad, Mona

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Ali, Sharib

• Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D–2D Registration for Liver Laparoscopy
• Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking

Alkatheeri, Ajnas

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Alkhaleefah, Mohammad

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores
• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Allen, Clare

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Almakky, Ibrahim

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Almsouti, Alya

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Alnahas, Hani

• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Alsahanova, Nadezhda

• BioGuide: Biomedically-Guided Segmentation for Medical Tasks

Altaie, Mais

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Alvarez, Pablo

• Interactive MWA Planning via Probabilistic Inverse Inference
• A Deep Learning Surrogate Model for Microwave Thermal Ablation: From Preoperative Planning to Intraoperative Re-planning

Alves de Castro, Nyvenn

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
• Disentangling Uterine and Bladder Activity in Paired EHG-MRI Data Using Anatomy-Guided Multicluster Beamforming

Alves, Matheus

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Alvén, Jennifer

• RefTr: Recurrent Refinement of Confluent Trajectories for 3D Tubular Tree Centerlines

Amba Prasanna, Anusha

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Ambrose, Vasanth

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Ambsdorf, Jakob

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

An, Hong

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

An, Huimin

• Missingness-Aware Multimodal Learning for Four-Class Adrenal Tumor Classification

An, Jonghoon

• Keypoint Correspondence Learning for CBCT–IOS Registration

An, Sion

• Subject- and Task-Aware EEG Foundation Model
• Retrieval-Guided Semi-supervised Federated Learning for Medical Image Segmentation
• Rethinking RAG: Mitigating Text-Driven Hallucinations via Feature-Level Retrieval Integration in Medical LVLMs

An, Xiaoling

• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation

Anand, Aditi

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Ananian, Melissa

• VesselSim: learning 3D blood vessel segmentation without expert annotations

Anastasiou, Dimitrios

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Andica, Christina

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Andrade-Miranda, Gustavo

• Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Andratschke, Nicolaus

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

André, Florian

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers

Anesi, Alexandre

• Ontology-Grounded Structured Prediction for Dental CBCT Reporting

Ang, Beng Ti

• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection

Ang, Jensen

• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection

Angelini, Elsa

• Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging Applications

Anikina, Anna

• Predicting Radiologist Expertise from 3D Gaze Patterns During CT Interpretation

Anmahapong, Kasidit

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Ansari T. A., Suhail

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty

Anthony, Ajith

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Anzum, Humaira

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Ao, Yunke

• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Aoki, Shigeki

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Aoki, Takafumi

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Araujo, Jessica

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Arbeláez, Pablo

• Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Arberet, Simon

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Arens, Christoph

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance

Arias-Vergara, Tomás

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Arkam, Faraz

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Arnold, Philipp

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Arrow, Coen

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Arsalane, Wafa

• Retrieval-Guided Semi-supervised Federated Learning for Medical Image Segmentation
• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation

Arya, Shreyash

• Faithful, Interpretable Chest X-ray Diagnosis with Artifact-Free B-cos Networks

Asadi, Mohammad

• Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain

Ashkezari, Sajad

• Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning

Ashley, Euan

• Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain

Ashraf, Shazad

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos

Asiain, Maria M.

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Asif, Aqua

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Asimeng, Ernest

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Aslani, Shahab

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Asmare, Melkamu Hunegnaw

• Comparative Analysis of Automated Frame Selection Methods for Glaucoma Detection in Smartphone-Based Low-Quality Fundus Video

Atad, Matan

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Atalık, Arda

• L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI

Athalye, Chinmayee

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Atkinson, David

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction

Attimonelli, Matteo

• WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

Atzori, Maurizio

• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Autrusseau, Florent

• Exploiting Interior Geometry for Intracranial Aneurysm Detection and Segmentation on 3D Point Clouds via GNNs

Avci, Loran

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Aviles Verdera, Jordina

• Disentangling Uterine and Bladder Activity in Paired EHG-MRI Data Using Anatomy-Guided Multicluster Beamforming

Aviles-Rivero, Angelica I.

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising

Avrithis, Yannis

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Ayache, Nicholas

• High-Capacity Robust Medical Image Exfiltration via Neural Network Weight Replacement

Ayad, Ishak

• BREIT: A Framework for Brain Stroke Reconstruction using Multi-frequency 3D EIT

Aydin, Orhun Utku

• ReScan-IA: A Spatially-Adaptive Diffusion Framework for Controllable 3D Intracranial Aneurysm Inpainting

Aytutuldu, Ilhan

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Ayx, Isabelle

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Ayyasamy, Shyam

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Azad, Md Abulkalam

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Azad, Reza

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Azadbakht, Hojjat

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI

Azadi, Puria

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Azampour, Mohammad F.

• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations

Azeem, Muhammad

• Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

Azfar, Mohd

• GTRE: A Physiological-Semantic Foundation Model for Generalizable EEG Analysis via Preference-Guided Alignment

Azimbagirad, Mehran

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

B., Dharshan

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty

Ba, Wei

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Baalmann, Markus

• Calibrated Confidence Expression for Radiology Report Generation

Baazaoui, Hakim

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Babicka, Ben

• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Badawi, Nadia

• One-Shot Data Selection for Medical Image Classification via Graph Coverage

Badran, Mohamed

• BIGUS: Beam Integrated Gaussian Scattering for Continuous Ultrasound View Synthesis

Badrieva, Zilya

• Sequence-Conditioned Flow-Based Models for Digital Phantom Generation in MRI

Bae, Gunwoo

• ConnecToMind2: Inter-Subject fMRI Decoding via Whole-Brain Connectome-Guided Alignment

Bae, Hyeon-Min

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Bae, Junha

• ConnecToMind2: Inter-Subject fMRI Decoding via Whole-Brain Connectome-Guided Alignment

Bae, Woori

• MEASURE: Multi-Task Slice Selection and Regression for Neonatal Brain Biometry

Baek, Seunghun

• Spectral-Temporal State Space Modeling on Functional Brain Networks
• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation
• ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Bagade, Priyanka

• AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification

Bagci, Ulas

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Baghbanzadeh, Negin

• Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning

Bago-Horvath, Zsuzsanna

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Bahari Malayeri, Ali

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Baharoon, Mohammed

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Bai, Hao

• SPEAR: Error-Guided Sparse Refinement for Scalable Deformable Medical Image Registration

Bai, Harrison

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Bai, Hongtao

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

Bai, Jieyun

• DK-Net: Semi-supervised Wavelet-KAN Landmark Localization for Angle of Progression Measurement in Intrapartum Transperineal Ultrasound
• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Bai, Long

• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT
• EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Bai, Shuwei

• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Bai, Wenjia

• Unified Multimodal Model for Brain MRI Imputation and Understanding
• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Bai, Xiangzhi

• Multimodal-Conditioned Flow Matching for Pathology Nuclei Data Augmentation

Bai, Xiaoyu

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension
• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Bai, Xuguang

• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis

Bai, Yunhao

• SAM2 as a Key Bridge Between 2D Slices and 3D Volumes for Sparsely-supervised Medical Image Segmentation
• RPG-SAM: Reliability-Weighted Prototypes and Geometric Adaptive Threshold Selection for Training-Free One-Shot Polyp Segmentation

Bai, Zihao

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Baik, Sung Hyun

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Bajaj, Chandrajit

• Posterior-Aware Motor Phenotyping with Multimodal Imaging Validation in Parkinson’s Disease

Bakker, Aron F. H. A.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Balachandran, Abishek

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Balakrishnan, Guha

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores
• Efficient Conformal Volumetry for Template-Based Segmentation
• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Balbastre, Yaël

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Baldari, Ludovica

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Ballan, Lamberto

• Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

Ballard, Jenna

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Baloescu, Cristiana

• Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis

Ban, Yutong

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space
• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement

Banchieri, Vittoria

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Banerjee, Abhirup

• Multi-stage NeRF for Efficient 3D Coronary Artery Reconstruction from Two Narrow-Angle Angiographic Projections
• HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction

Banerjee, Oishi

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Banerjee, Tania

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Bani-Harouni, David

• Calibrated Confidence Expression for Radiology Report Generation

Bano, Sophia

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Bao, Li

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Bao, Lingyun

• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Bao, Xueqi

• Learnable In-Context Templates for Medical Image Segmentation via In-Context Learning

Bappy, Dawen M.

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Baras, Alexander

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Barbiere, Mattia Nino

• Hierarchical Multi-Video Multiple Instance Learning: AI-Interpreted Point-of-Care Ultrasound for TB Detection

Barkhof, Frederik

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Barman, Jyotismita

• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Baron, Louise E. G.

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI

Barratt, Dean C.

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation

Barrientos, Leya

• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

Basak, Hritam

• PhysioSplat: Physics-Informed Dynamic Gaussian Splatting for Surgical Scene Reconstruction

Bashashati, Ali

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Bassi, Pedro R. A. S.

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Bast, Hannah

• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Bastian, Lennart

• TopoOR: A Unified Topological Scene Representation for the Operating Room

Basu, Tanmay

• ReLiF-3D: Prior-Guided Semi-supervised 3D MRI Segmentation via Robust Bias-Consistent Paired Views

Batenburg, K. Joost

• Efficient Flow Matching for Sparse-View CT Reconstruction

Bathula, Deepti

• Cut, Stitch, Adapt: Data-Efficient and Low-Calibration Speech BCIs

Batmanghelich, Kayhan

• PhyDiCT: Plug-and-Play CT Reconstruction from Sparse X-Rays via Differentiable Rendering and Strong Priors

Baugh, Matthew M. G.

• Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data

Baum, Zachary M. C.

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

Baxter, John S. H.

• Disentangling Prompt Dependence to Evaluate Segmentation Reliability in Gynecological MRI

Bayasi, Nourhan

• Multi-Kernel Gated Decoder Adapters for Robust Multi-Task Thyroid Ultrasound under Cross-Center Shift

Bayer, Siming

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator

Bazzani, Loris

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Becker, Helmut

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Beeche, Cameron

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Beets-Tan, Regina

• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Behera, Ardhendu

• Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

Beheshti, Amin

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Behrens, Carmen

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Bejar, Andrea

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Bekkers, Erik J.

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields

Bellini, Elisa

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Bellos, Filippos

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Belousova, Kseniya

• Sequence-Conditioned Flow-Based Models for Digital Phantom Generation in MRI

Beltran-Urbano, Xavier

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Ben Abacha, Asma

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Ben Artzi, Gil

• Semantic Feature Modulation for Mammographic Lesion Classification

Ben Ayed, Ismail

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization

Ben Bashat, Dafna

• TOFlow: Learning-Based Isotropic Reconstruction and Flow Mapping from Multi-orientation TOF-MRA
• Hierarchical Cautious Optimization for Semi-supervised Medical Image Segmentation

Ben Omrane, Mohamed Salim

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Ben-Hamadou, Achraf

• SS-IoSR: Self-supervised Intraoral Scans Repair

Benini, Luca

• S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring

Bennamoun, Mohammed

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Bennet, Laura

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Bennett, Jeddy

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Benson, Annie

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Benson, Sean

• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization

Benz, Christian

• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

Bercea, Cosmin

• Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging

Berens, Philipp

• Ordinal Diffusion Models for Color Fundus Images

Berke, Robert

• KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection

Bermano, Amit H.

• TOFlow: Learning-Based Isotropic Reconstruction and Flow Mapping from Multi-orientation TOF-MRA

Bernstein, Alexander

• BioGuide: Biomedically-Guided Segmentation for Medical Tasks

Bernstein, David

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Berry, Gregory K.

• Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

Bertoletti, Laurent

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Beyeler, Michael

• Percept-Aware Surgical Planning for Visual Cortical Prostheses with Vascular Avoidance

Bezerra, Thales

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Bhandari, Yubraj

• JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift
• AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation

Bhargava, Rohit

• Seamless Whole Slide Label-Free Virtual Staining

Bhattarai, Binod

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Bi, Hongwei

• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Bi, Huan

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Bi, Yuan

• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
• Robotic Ultrasound Makes CBCT Alive
• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning

Bian, Jing

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition
• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Bian, Linjie

• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Bian, Zhaoying

• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Bieging, Erik

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Biffi, Carlo

• Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

Bigo-Balland, Hadrien

• Optimal Steps for Fast Diffeomorphic Shape Registration

Bilal, Muhammad

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage

Biller, Valentin

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Billot, Benjamin

• Anatomy-Conditioned Domain Randomization for Zero-Shot 3D Cerebrovascular Segmentation

Bintsi, Kyriaki-Margarita

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Birdal, Tolga

• TopoOR: A Unified Topological Scene Representation for the Operating Room

Birol Ilter, Pinar

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Bisdas, Sotirios

• SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology

Bixby, Amber

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Biyani, Chandra Shekhar

• Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking

Bluethgen, Christian

• CheXanatomy: Anatomy–Aware Vision–Language Modeling for Chest Radiographs

Bo, Wang

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation

Bo, Yixuan

• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution

Boal, Matthew W. E.

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Boccarato, Florencia

• Data-Driven Optimization of Prostate Sectorization from MRI

Bodduluri, Sandeep

• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Bodien, Yelena G.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Boeke, Daniël

• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Boeken, Tom

• Optimal Steps for Fast Diffeomorphic Shape Registration

Boekestijn, Bas

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Boese, Axel

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Boffa, Giacomo

• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Bogunović, Hrvoje

• Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow
• Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation
• FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

Boland, Christopher

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Bolelli, Federico

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2
• The Paper Has a GitHub, the GitHub Has a README, the README Has Nothing: Reproducibility Signals for Review Support
• ReportX: The BraTS Clinical Report Dataset
• Ontology-Grounded Structured Prediction for Dental CBCT Reporting
• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Bonilla, Sierra

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Borba, Paulo

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Borghi, Lorenzo

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Bornemann, Klaus

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Borrego, Lucia

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Bosma, Joeran S.

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Boubnovski Martell, Marc

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Boumaraf, Said

• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Bounazou, Fahym

• Data-Driven Optimization of Prostate Sectorization from MRI

Boussaid, Farid

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Boussel, Loic

• UniCT: A Unified Joint Multi-Task Framework for 3D Chest CT Abnormality Analysis

Boutaj, Sofiène

• From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology

Boyko, Maria

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Bozorgpour, Afshin

• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Bozorgtabar, Behzad

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology
• Refining 3D Medical Segmentation with Verbal Instruction
• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Božić-Iven, Maša

• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

Bracci, Jacopo

• Reducing Expert Annotation Effort for CTA Vessel Delineation with Synthetic Pretraining

Bracke, Benjamin

• Demographic-Conditioned State Space Models for ECG-Based Age Estimation

Bradshaw, Andrew

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Branson, Kim

• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans

Braren, Rickmer

• Calibrated Confidence Expression for Radiology Report Generation

Bravo, Diego

• Computer-Assisted Intervention in Capsule Endoscopy: A Real-Time Edge-AI Auditing System

Braytee, Ali

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Breeuwer, Marcel

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Breininger, Katharina

• Research Design Considerations for Empirical User Studies in MICCAI

Brenes, Mario M.

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Brinkman, Willem M.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Brock, Kristy K.

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Broersen, Alexander

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Brokowski, Trevor

• Hierarchical Multi-Video Multiple Instance Learning: AI-Interpreted Point-of-Care Ultrasound for TB Detection

Brooks, James D.

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Brown, Christopher A.

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Brox, Thomas

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Brudno, Michael

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Brugger, Marcus

• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Brui, Ekaterina

• Sequence-Conditioned Flow-Based Models for Digital Phantom Generation in MRI

Brutti, Pierpaolo

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Brändli, Jonas

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Bu, Jiajun

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Bu, Zhenyu

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Bubeck, Niklas

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Bucagu, Glenn Anta

• S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring

Buettner, Florian

• FedAgree: Label-Free Performance Estimation Under Distribution Shift for Federated Medical Imaging Analysis

Bui, Phuoc-Nguyen

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting

Bujotzek, Markus

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

Buldu, Kadir Burak

• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations

Bum, Junghyun

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting
• Collaborative Multiscale Representation Learning for AMD Detection

Bundele, Valay

• ReMeDI: Refined Memory for Disambiguation of Identities with SAM3 in Surgical Segmentation

Burade, Anushree

• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Burgos, Ninon

• Unsupervised Brain Anomaly Detection as a Bayesian Inverse Problem with Diffusion Prior

Bustos-Vivas, Maria Camila

• Disentangling Uterine and Bladder Activity in Paired EHG-MRI Data Using Anatomy-Guided Multicluster Beamforming

Butsanets, Leo

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Byeon, Keunho

• COAST: Context-Aware Differential Learning for Gene Expression Prediction in Spatial Transcriptomics

Bühler, Pascal

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Büttgen, Laura E.

• Non-linear INR-Based Motion Modeling for 4D Radiotherapy

Cacace, Paolo

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Cai, Chengfei

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology

Cai, Dejia

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework

Cai, Jianfei

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering

Cai, Jing

• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression
• Dual-Registration Reciprocal Super-Resolution for Prior-Guided Real-Time 4D-MRI
• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Cai, Jinhui

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Cai, Lishan

• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis

Cai, Meiling

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Cai, Qing

• RAM-Missing: Retrieval-Augmented Missing-Aware Fusion for Robust Lung Cancer Subtyping
• Di-PACT: Discrete Prognosis via Aligned Co-Topology of Pathways and Tumor Microenvironment

Cai, Yi

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Cai, Yongkang

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis

Cai, Zhibao

• G3R: Gaussian-Based Geometry-Guided Reconstruction for Fetal Brain MRI

Cai, Zhiheng

• Di-PACT: Discrete Prognosis via Aligned Co-Topology of Pathways and Tumor Microenvironment

Cai, Zhiyuan

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs

Calhoun, Vince D.

• BrainKODE: Controlled Koopman Dynamics over Longitudinal Structure–Function Coupling for Early Prediction of Adolescent Substance Use

Callaghan, Ross

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI

Callard, Baptiste

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Calzado, Marco A.

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Camargo de Oliveira, Guilherme

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Camps, Julia

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin

Canals, Pere

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Candeloro, Ettore

• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Cao, Bo

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Cao, Boxuan

• VM-NeXT UNet: Synergizing ConvNeXT and Visual Mamba for Robust Medical Image Segmentation

Cao, Chao

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Cao, Danmin

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Cao, Haoyu

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms

Cao, Jianfeng

• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis
• Controllable Histopathology Image Synthesis with Training-Free Structural Initialization and Textural Modulation

Cao, Jiannong

• Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network

Cao, Jiezhang

• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Cao, Junyue

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation

Cao, Le

• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Cao, Liying

• Active Evaluation-Induced Graph Network Based Medical Hyperspectral Image Classification for Tumor Diagnosis

Cao, Mingdeng

• Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning

Cao, Peng

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Cao, Rui

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition
• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Cao, Shui

• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities

Cao, Weiwei

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Cao, Xiaohuan

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Cao, Yiheng

• Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Cao, Yilin

• A 3D Unrolling Framework for Joint Sodium MRI Reconstruction and Concentration Quantification

Cao, Ying

• DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration

Cao, Yue

• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Capp, Noah

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Caramalau, Razvan

• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Carass, Aaron

• Contrast-Invariant Reference-Based Slice Thickness Estimation in MRI via Spectral Matching

Carello, Saverio J.

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Carneiro, Gustavo

• Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

Carpentiero, Omar

• ReportX: The BraTS Clinical Report Dataset

Carrión, Héctor

• DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
• Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification

Caruso, Camillo Maria

• Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation

Carvalho, Julene

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Casari, Giovanni

• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Cash, David M.

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI

Cash, Hannes

• Compass: Prostate Cancer Detection Needs Multi-view Context

Castelo, Austin

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Castillo, Joshua

• Device-Constrained Real-Time EVD Catheter Segmentation

Cattin, Philippe C.

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Cavalcanti, Nicola A.

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance
• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Cavalcanti, Thiago Coutinho

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Ceballos Arroyo, Alberto Mario

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Ceballos, Hannah

• Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Cenikj, Nikola

• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Chabanas, Matthieu

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Chadwick, Chrystal

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Chae, Han Joo

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Chae, Jongbin

• HiProS: A Hierarchical Prompt Selection for Stage-wise Vision–Language Alignment in Medical Image Segmentation

Chaitanya, Krishna

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Chakraborty, Omprakash

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization

Chakraborty, Souradeep

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Chakraborty, Soutrik

• Digital Twin of the Lung from Wearable Biosignals for Real-Time Respiratory Monitoring

Chakraborty, Suman

• Digital Twin of the Lung from Wearable Biosignals for Real-Time Respiratory Monitoring

Chan, Antoni B.

• Aligning Prototypes and Updating Null Spaces for Continual WSI Learning

Chan, Gary Ka Wai

• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Chan, Mark Y.

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR
• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

Chan, Yi Hao

• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment

Chang, Angel X.

• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Chang, Dong Eui

• Anatomically Accurate 3D Vessel Generation via 3-Phase Chebyshev Curve Diffusion

Chang, Jiun-Feng

• ESRT: Endoscopic Stereo Reconstruction Transformer

Chang, Le

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Chang, Ming-Ching

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Chang, Qing

• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Chang, Wanxing

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Chang, Xinle

• Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping

Chang, Yuance

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling

Chang, Ziqing

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Chao, Hanqing

• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Chapiro, Julius

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Chatterjee, Swarnadip

• Group Equivariant Diffusion for Anomaly Detection in Computational Cytology

Chattopadhyay, Soumitri

• Uncertainty-Aware Spatio-Semantic Contextual Prompts for Multimodal Medical Segmentation

Chaturvedi, Kunal

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Chaudhari, Akshay S.

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset

Chaudhary, Vipin

• Medical Image Spatial Grounding with Semantic Sampling

Chauhan, Jagmohan

• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology

Chauhan, Joohi

• Learning to Segment Burns with Limited Labels: A Dual-Path Cascaded Network with Uncertainty-Guided Teacher Diffusion Exposure
• Inverse Protocol Prediction from Spheroid Microscopy Imaging via Morphology-Aware Structured Learning

Chavas, Joël

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

Che, Pulin

• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Che, Tongtong

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Chen, Bang

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT

Chen, Bangpu

• APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation

Chen, Bo

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Chen, Bonian

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Chen, Cheng

• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays
• Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images

Chen, Chuanyue

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Chen, Chunyuan

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Chen, Cunjian

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation

Chen, Danny Z.

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Chen, Dehua

• Missingness-Aware Multimodal Learning for Four-Class Adrenal Tumor Classification

Chen, Depin

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology
• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Chen, Dongjie

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Chen, Duowen

• SAM2 as a Key Bridge Between 2D Slices and 3D Volumes for Sparsely-supervised Medical Image Segmentation

Chen, Erdong

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Chen, Fan

• Oneclass4ASD: Autism Spectrum Disorder Screening via One-class Classifier

Chen, Fang

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks
• RaD-Seg: Region-Aware Disentangled Learning for Plan-Guided Longitudinal Tumor Segmentation in Head-and-Neck Adaptive Radiotherapy
• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation
• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs
• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias
• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Chen, Fen

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Chen, Fuqiang

• ContiStain: Cross-Domain Relation-Preserving Distillation for Continual Multi-domain Virtual IHC Staining

Chen, Geng

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks
• Glasses: Adapter-Enhanced DINOv3 with Boundary-Aware Multi-Scale Representations for Medical Image Segmentation

Chen, Guanyu

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Chen, Hairui

• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis

Chen, Hanliang

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Chen, Hanlin

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Chen, Hao

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework
• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Chen, Hongan

• Structural-Semantic Aware Information Reduction for Asymmetric EEG-Visual Alignment

Chen, Hongzhao

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Chen, Hu

• Physio-Anatomical Prior-Guided Probabilistic Field Learning for Ultrasound-Based Neuro-Fascial Interface Landmark Localization
• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Chen, Huangwei

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Chen, Huijian

• Multi-parametric MRI for Contrast Agent Free Breast DCE-MRI Synthesis

Chen, Huiling

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Chen, Jia

• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation

Chen, Jiale

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation

Chen, Jian

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis
• FairGE: Gated Expert Routing for Intersectional Fairness in Medical Foundation Models
• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Chen, Jianxu

• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Chen, Jiawei

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Chen, Jiayi

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering

Chen, Jieneng

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports

Chen, Jiepeng

• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Chen, Jingwen

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Chen, Jintai

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Chen, Jun

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Chen, Junxin

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Chen, Junzhou

• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Chen, Ke

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• ADAPT: Adaptive Profiling Transformers for Efficient Alzheimer’s Disease Diagnosis

Chen, Le

• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays

Chen, Lei

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Chen, Leilei

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Chen, Li

• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement

Chen, Lifang

• DualCaMIL: Dual-Level Causal Multi-instance Learning for Patient-Level Diagnosis in Reflectance Confocal Microscopy

Chen, Ling

• Time-Grounded Clinical Prediction from Longitudinal Multimodal Patient Histories
• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Chen, Lingyu

• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Chen, Long

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation

Chen, Luyuan

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Chen, Mingli

• Learning What Can Move: Patient-Specific Motion Subspaces from a Single Scan

Chen, Mingzhi

• MedTS-TTT: Test-Time Training for Medical Time Series Classification
• LEGEND: A Language-Aligned EEG Foundation Model with Flow Matching Latent Denoising

Chen, Minheng

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Chen, Minxin

• Injecting a Low-Rank Background Prior: A Plugin for Medical Image Segmentation

Chen, Mitchell

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis
• Counterfactual Stress-Testing for Fixing Lung Cancer Segmentation Models

Chen, Peikai

• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays

Chen, Peilin

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Chen, Pin-Yu

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Chen, Ping

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Chen, Qi

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis
• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts
• FairGE: Gated Expert Routing for Intersectional Fairness in Medical Foundation Models
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening
• ACA: Post-hoc Adaptive Logit Alignment for 3D Medical Image Segmentation

Chen, Qiang

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation
• PhysOCT: Physics-Guided Retinal Modeling for OCT Image Synthesis

Chen, Qianyi

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Chen, Qingchao

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation

Chen, Qiuhua

• UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis

Chen, Qiuhui

• Question-Driven Decision Tree via Knowledge Distillation for Interpretable Prediction

Chen, Rui

• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Chen, Ruizhe

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis

Chen, Rusi

• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection

Chen, Shengbo

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Chen, Sixiang

• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement

Chen, Spencer

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Chen, Tianlong

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Chen, Tong

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Chen, Wei

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers
• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Chen, Weihong

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Chen, Wenhan

• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Chen, Xi

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Chen, Xiang

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics
• CalibSleep: Cross-Modal Calibration and Rule-Aware Learning for Automatic Sleep Stage Classification

Chen, Xiangmei

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis

Chen, Xianmeng

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Chen, Xiaojun

• SeedPro: Place Brachytherapy Seeds Like Expert Clinicians via Hierarchical Reinforcement Agents
• GGFI-Net: Genomics-Guided Cross-Modal Imputation for Multimodal Survival Analysis with Missing Modality

Chen, Xinyu

• LeGend: Lesion-Guided Longitudinal CXR Generation via Gaussian-Biased Causal Attention
• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Chen, Xiuyuan

• Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs

Chen, Xiwu

• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

Chen, Yajie

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification

Chen, Yanbo

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Chen, Yang

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics
• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT

Chen, Yanzhen

• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Chen, Yen-Wei

• Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs
• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Chen, Yi

• DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration

Chen, Yifei

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Chen, Yihong

• VecHeart: Holistic Four-Chamber Cardiac Anatomy Modeling via Hybrid VecSets

Chen, Yinda

• Collaborative Topology and Connectivity Learning for EM Neuron Segmentation

Chen, Ying

• Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation

Chen, Yingyu

• Harmless Copyright Protection for CT Dataset

Chen, Yinran

• Peeling an Onion: Layer-Wise Doppler-Backprojected Ultrasound Microvascular Vector Flow Imaging

Chen, Yiqiang

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Chen, Yong

• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis

Chen, Yong-Sheng

• Reference-Guided Gradient Balancing Loss for Long-Tailed Multi-label Medical Image Classification

Chen, Yonghao

• Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis

Chen, Yu

• Learning Beyond Pixels: Structured Knowledge Topology Consistency for Semi-supervised 2D/3D Medical Image Segmentation

Chen, Yuanhao

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Chen, Yucheng

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Chen, Yueyao

• From Perception to Anticipation: Forecasting Vessel–Instrument Interactions in Endoscopic Surgery under Unreliable Observations

Chen, Yufei

• SCKAN: Structural Consensus-Based KAN Prototype Learning for Semi-supervised Pancreas Segmentation

Chen, Yuling

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Chen, Yuming

• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling
• Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation

Chen, Yunjie

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Chen, Yusen

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Chen, Zhaolin

• Steer the Sampling, Not the Kernel Grid: Geometry-Guided Sampling Operator for Volumetric Segmentation

Chen, Zhaomin

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Chen, Zhen

• Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation
• RASP: Bridging the Long-Tail Gap in Surgical Video Understanding via Retrieval-Augmented Perception

Chen, Zhengju

• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation

Chen, Zhengming

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Chen, Zhenyuan

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Chen, Zhihao

• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation

Chen, Zhiwei

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Chen, Zhiyu

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Chen, Zhuo

• TC-SSA: Token Compression via Semantic Slot Aggregation for Gigapixel Pathology Reasoning

Chen, Zifan

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Chen, Ziwei

• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Chen, Zongyi

• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis

Cheng, Bin

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Cheng, Chun-Wun

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising

Cheng, Danyang

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Cheng, Gerald W. Y.

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Cheng, Guanxun

• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Cheng, Hangbei

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Cheng, Jiale

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Cheng, Jianhong

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI

Cheng, Jing

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Cheng, Jun

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR
• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment
• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement

Cheng, Li

• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation

Cheng, Luqi

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Cheng, Ning

• Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation

Cheng, Pujin

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs
• Learning Invariant Anatomical Representations from Multi-Sequence MRI for Brain Segmentation
• CiLA: Knowledge-Preserving Self-supervised Adaptation of CLIP for Fundus Imaging

Cheng, Qi

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Cheng, Shing Shin

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Cheng, Wenquan

• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Cheng, Xingxing

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Cheng, Yanqi

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection

Cheng, Yuan

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Cheng, Zhiming

• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration

Cheon, Soeun

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification

Cheung, James Chung-Wai

• Injecting a Low-Rank Background Prior: A Plugin for Medical Image Segmentation

Cheung, Ka Chun

• EndoX: A GPU-Accelerated Endoscopic Perception Simulation Framework

Cheung, Matt Y.

• Efficient Conformal Volumetry for Template-Based Segmentation

Cheung, Sen-Ching Samson

• Learning Class Difficulty via Dynamic Focal Attention for Histopathology Segmentation

Cheung, William K.

• Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation

Chevalley, Arthur

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Chew, Qian Hui

• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment

Chhetri, Aavash

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Chi, Xuebin

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Chiew, Mark

• Structure-Contrast Disentangled INRs for Accelerated Multi-contrast MRI Reconstruction

Chiewhawan, Monrada

• MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning
• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Chiu, Ching-Hao

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Chiu, Ho-On Alston Conrad

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency

Chiu, Larissa K.

• Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

Cho, Elise

• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Cho, JunBeom

• Radiogenomics-Driven Hierarchical Multimodal Stacking for Non-invasive Triage of High-Risk PKD1-Truncating Genotypes in ADPKD

Cho, Minji

• DIVER-Surv: Diffusion and Virtual-Node Graph Fusion for Cross-Cohort Glioma Survival

Cho, Minyoung

• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Cho, Sanghee

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Cho, Sue Min

• Research Design Considerations for Empirical User Studies in MICCAI
• Human-AI Collaboration for 2D/3D Registration Quality Assurance

Cho, Sungho

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Cho, Wonyoung

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Cho, Yeong-Jun

• Learning from Good Neighbors: Slice-wise Quality-aware CT-to-Diffusion MRI Synthesis

Choi, Ho Yoon

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Choi, Hyoungshin

• Image-mediated fMRI-to-caption generation with visual pathway tokens and hyperbolic alignment

Choi, Jaesoon

• Anatomically Accurate 3D Vessel Generation via 3-Phase Chebyshev Curve Diffusion

Choi, Jaewon

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Choi, Jang-Hwan

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction
• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images
• Non-Stationary Spectral State-Space Networks with Region-Wise Frequency Routing for Robust Fundus Vessel Segmentation
• Frequency-Aware Post-Training Quantization for Medical Image Denoising

Choi, Jinwook

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Choi, Jung Im

• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Choi, Junho

• SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction

Choi, Junmyeong

• Understanding Model Behavior in Monocular Polyp Sizing

Choi, Kang-Ho

• Learning from Good Neighbors: Slice-wise Quality-aware CT-to-Diffusion MRI Synthesis

Choi, Kyu Sung

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation
• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification
• Coarse-to-Fine Meta-Reweighting with Dynamic Retrieval for Adult-to-Pediatric Domain Adaptation in Tumor Segmentation

Choi, Minseo

• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Choi, Seo-Yeon

• Dynamic Sub-domain Modeling for Robust Medical Image Segmentation

Choi, Un Yung

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Choi, Yujin

• Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Chong, Winston

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering

Choo, Hyunseung

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting
• Collaborative Multiscale Representation Learning for AMD Detection

Chopra, Sumit

• L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI

Choudhary, Priyankar

• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Choudhry, Omar

• Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking

Chow, Jamie

• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Christensen, Anders Nymark

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Christensen, Soren

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Christodoulidis, Stergios

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology
• CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification

Chu, Jocelyn

• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Chu, Lingyang

• InvDetect: Unsupervised Medical Anomaly Detection in the Noise Latent Space of DDIM

Chu, Mengxiang

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Chu, Tianhao

• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Chu, Winnie Chiu Wing

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Chu, Xinyu

• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Chu, Yuetan

• MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
• FairPneum: Improving Fairness in Pneumonia Diagnosis and Lesion Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Chu, Yusung

• VL-RewardGen: Vision–Language Reward Driven Skin Lesion Image Generation

Chuang, Tzu I

• ReScan-IA: A Spatially-Adaptive Diffusion Framework for Controllable 3D Intracranial Aneurysm Inpainting

Chui, Chee Kong

• Physiology-Aligned Hierarchical Network for Heart Murmur Detection

Chun, Rachel Ka-man

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Chun, Se Young

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Chung, Albert C. S.

• Self-supervised Spline Autoencoder for Smooth Latent Dynamics in Echocardiography

Chung, Haejun

• When, Where, and How: Adaptive Binning for Tabular Self-supervised Learning
• OTCHA: Optimal Transport-Driven Confidence-Aware Latent Hub Alignment for Multi-view Medical Image Classification
• CSWinUNETR: Segmentation of Thin Anatomical Structures in Medical Images

Chung, Hao-Wei

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Chung, Insung

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Chung, Jiwon

• DIVER-Surv: Diffusion and Virtual-Node Graph Fusion for Cross-Cohort Glioma Survival

Chung, Minyoung

• Tooth Alignment via Virtual Trajectories with Clinical Constraints
• Robust Tooth Segmentation Under Orthodontic CBCT: A Metal Artifact-Aware Approach
• Keypoint Correspondence Learning for CBCT–IOS Registration

Chung, Tai-Myoung

• Weakly-Supervised Temporal Decomposition with Graph Neural Networks for Parkinsonian Turning Assessment

Chunga, Natalia

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Ciuciu, Philippe

• DD-INR: Dynamics-Driven Implicit Neural Representation for Accelerated Whole-Brain Functional MRI Reconstruction

Clarkson, Matthew J.

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• B² Loss for Evidential Classification of Critical View of Safety in Laparoscopic Cholecystectomy

Cleary, Jon

• Deep Probabilistic Cerebrovascular Atlas

Cockayne, Matthew J.

• Fair Curriculum Learning for Concept Bottleneck Models in Dermatology

Coelho, Tiago

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Cohen-Adad, Julien

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Cole, James

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Collins, D. Louis

• Vision-Based Force Estimation Using Brain Surface Deformation Models

Comaniciu, Dorin

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Comby, Pierre-Antoine

• DD-INR: Dynamics-Driven Implicit Neural Representation for Accelerated Whole-Brain Functional MRI Reconstruction

Cong, Baisen

• Towards Direction-Equilibrated Segmentation in 3D Medical Images

Cong, Cong

• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Cong, Fuze

• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Consortium, SUMMIT

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Constable, R. Todd

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator

Cootes, Timothy

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Corbetta, Valentina

• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Corbière, Charles

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Corino, Valentina D. A.

• GGFI-Net: Genomics-Guided Cross-Modal Imputation for Multimodal Survival Analysis with Missing Modality

Corso, Jason J.

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Cotin, Stéphane

• Interactive MWA Planning via Probabilistic Inverse Inference
• A Deep Learning Surrogate Model for Microwave Thermal Ablation: From Preoperative Planning to Intraoperative Re-planning

Cournède, Paul-Henry

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification

Creighton, Francis

• Research Design Considerations for Empirical User Studies in MICCAI

Crispin-Ortuzar, Mireia

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Croisille, Pierre

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Cruz, Shirley

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Csiba, Bence

• LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation

Cucchiara, Rita

• ReportX: The BraTS Clinical Report Dataset

Cuculo, Vittorio

• ReportX: The BraTS Clinical Report Dataset

Cui, Beilei

• EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
• CoGE: Sim-to-Real Online Geometric Estimation for Monocular Colonoscopy

Cui, Can

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

Cui, Danchen

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Cui, Hengfei

• Glasses: Adapter-Enhanced DINOv3 with Boundary-Aware Multi-Scale Representations for Medical Image Segmentation

Cui, Hui

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Cui, Jian

• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Cui, Jiaqi

• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Cui, Jinjiang

• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation

Cui, Ligang

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis

Cui, Mingke

• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI

Cui, Mingyue

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images
• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Cui, Rui

• Adaptive Frequency-Guided Parallel Mamba Network for Polyp Segmentation

Cui, Ruize

• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Cui, ShaoGuo

• Think Global, Look Focal: Dual-Stream Retrieval-Augmented Pathology Report Generation for Whole Slide Images

Cui, Shuguang

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Cui, Wenchao

• SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition

Cui, Wenju

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Cui, Xiangxiang

• MedFM-Robust: Benchmarking Robustness of Medical Foundation Models

Cui, Yanxin

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment

Cui, Yinong

• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction

Cui, Yushuai

• Breaking Teacher’s Mean Regression Bias: Boundary-Aware Contrastive Distillation for Endoscopic Super-Resolution

Cui, Zhe

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Cui, Zhiming

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• OrthoFlow: Decoupled Landmark Prediction and Image Synthesis for Orthodontic Treatment Outcome Visualization
• MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation
• Kinetics-Informed Neural Representation for Dual-Tracer Dynamic PET Separation
• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT
• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

Cula, Gabriela Oana

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Cunha, Kelvin

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Curran, Kathleen M.

• Dual Agreement Consistency Learning for Semi-supervised Fetal Ultrasound Segmentation

Curto-Vilalta, Anna

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Cutting, Laurie E.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Cárdenas, Paula

• Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Daemen, Joost

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Dagonneau, Thomas

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Dahal, Lavsen

• JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift
• AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation

Dai, Dasen

• IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

Dai, Die

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation

Dai, Duwei

• Physio-Anatomical Prior-Guided Probabilistic Field Learning for Ultrasound-Based Neuro-Fascial Interface Landmark Localization

Dai, Guowei

• Physio-Anatomical Prior-Guided Probabilistic Field Learning for Ultrasound-Based Neuro-Fascial Interface Landmark Localization

Dai, Jing

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Dai, Jingguo

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Dai, Jingjing

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Dai, Lie

• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis

Dai, Sicheng

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Dai, Weicheng

• PhyDiCT: Plug-and-Play CT Reconstruction from Sparse X-Rays via Differentiable Rendering and Strong Priors

Dai, Weina

• HoughSAM: Geometry-Guided Zero-Shot Segmentation of Main Incision in Cataract Surgery Using SAM2 for Skill Assessment

Dai, Xiangning

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Dai, Xinwei

• MEC: Medical Evidence Capsules for Retrieval-Augmented Generation in Medical Multimodal Question Answering

Dai, Yuhe

• KGT-Reg: Knowledge-Guided Multimodal Framework for Medical Image Registration

Dai, Yuwei

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Daida, Atsuro

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Dal Bello, Riccardo

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Dalen, Håvard

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Dall’Asen, Nicola

• MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

Daly, Connor

• Bridging the Markerless Tracking Validation Gap: Intraoperative X-Ray Workflow Integration

Damasceno, Pablo F.

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Damseh, Rafat

• One-Shot Data Selection for Medical Image Classification via Graph Coverage

Dan, Ying

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Dancette, Corentin

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Danese, Danilo

• WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

Dang, Min

• PC-VLG: Position-Correlated Vision–Language Graph Alignment for Semi-supervised Medical Image Segmentation

Dani, Meghal

• Parameter-Efficient Self-Supervised Adaptation for EEG-FM under Fixed Computational Budgets

Dannecker, Maik

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction
• Deep Probabilistic Cerebrovascular Atlas

Dar, Salman Ul Hassan

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers
• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Dari, Nordin

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Das, Abhijit

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-identification
• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs

Das, Sandhitsu R.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Das, Sneha

• Measuring What VLMs Don’t Say: Validation Metrics Hide Clinical Terminology Erasure in Radiology Report Generation

Dasdelen, Muhammed Furkan

• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning
• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging
• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Davaris, Nikolaos

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance

Davatzikos, Christos

• GG-AE: Genetically-Guided Autoencoder for Disentangling Structural Networks of Brain Atrophy

Daveau, Christian

• BREIT: A Framework for Brain Stroke Reconstruction using Multi-frequency 3D EIT

Davidson, Brian

• B² Loss for Evidential Classification of Critical View of Safety in Laparoscopic Cholecystectomy

Davidson, Joanne

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Davies, Rhodri

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Dawant, Benoit

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Dawood, Muhammad

• Cross-Modal Prediction of DNA Methylation from Histology Images

Day, Thomas G.

• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data

De Castilhos, Juliana

• Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study

De Mattos, Leonardo S.

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

De Muynck, Robbe

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

De Neve, Wesley

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

De Pian, Marilena

• GG-AE: Genetically-Guided Autoencoder for Disentangling Structural Networks of Brain Atrophy

De Sousa Ribeiro, Fabio

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

DeKemp, Robert

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Deck, Jeanette Carmen

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Decker, Julian

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Dee, William

• SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology

Dehghani, Shervin

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Del Gaudio, Livia

• ReportX: The BraTS Clinical Report Dataset

Del Maestro, Rolando F.

• Vision-Based Force Estimation Using Brain Surface Deformation Models

Delingette, Hervé

• High-Capacity Robust Medical Image Exfiltration via Neural Network Weight Replacement
• Data-Driven Optimization of Prostate Sectorization from MRI

Demir, Başar

• Uncertainty-Aware Spatio-Semantic Contextual Prompts for Multimodal Medical Segmentation

Deng, Bo

• DK-Net: Semi-supervised Wavelet-KAN Landmark Localization for Angle of Progression Measurement in Intrapartum Transperineal Ultrasound

Deng, Chao

• Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided

Deng, Chengdong

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Deng, Hengzhang

• SurvTTA: Order-Aware Test-Time Adaptation for Heterogeneous Domain Shifts in Multi-modal Survival Analysis

Deng, Hongmin

• Modality-Agnostic Domain Generalizable Medical Image Segmentation via Self-Coordinated Focusing

Deng, Ke

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Deng, Lei

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Deng, Qingxin

• ARCH-Net: Aligned 3D Teeth Reconstruction via Counterfactual-Enhanced Hierarchical Framework

Deng, Ruining

• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Deng, Ruoxi

• CARformer: Class-Aware Representation Learning for Small-Cohort, Imbalanced Psychiatric Disorder Classification in Brain MRI

Deng, Xiang

• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Deng, Xuedong

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

Deng, Yan

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models

Deng, Yihan

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Deng, Yingjiao

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Deng, Yujiao

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Deng, Yuxiang

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Deng, Zhaoxin

• Frequency and Geometry Guided Graph Clustering for Weakly Supervised Skin Lesion Segmentation

Deng, Zhipeng

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency

Deng, Zhiwei

• FluxCut: Shifting from Global Reconstruction to Local Geometry for Unsupervised Small Lesion Segmentation

Deng, Zijian

• Mutually Promoted Medical Image Segmentation and Classification via Prompt-Driven Interaction

Deng, Zuxing

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Denning, Amanda

• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Depeursinge, Adrien

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Deppen, Stephen A.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Detre, John A.

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Dettori, Francesco

• Interactive MWA Planning via Probabilistic Inverse Inference
• A Deep Learning Surrogate Model for Microwave Thermal Ablation: From Preoperative Planning to Intraoperative Re-planning

Deutges, Michael

• Measuring Prediction Uncertainty in Neural Cellular Automata

Dewey, Blake E.

• Contrast-Invariant Reference-Based Slice Thickness Estimation in MRI via Spectral Matching

Dewi, Fatia Kusuma

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Dey, Argho

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Dey, Nilanjan

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Dhaliwal, Kevin

• FDRAS: Failure Diagnosis and Repair for Airway Segmentation

Dhar, Joy

• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting

Dhingra, Anirudh

• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation

Di Bartolomeo, Mattia

• Ontology-Grounded Structured Prediction for Dental CBCT Reporting

Di Feola, Francesco

• Multi-agent Test-Time Adaptation for Robust Medical Image-to-Image Translation

Di Marco, Julieta

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Di Noia, Tommaso

• WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

Di Piazza, Theo

• UniCT: A Unified Joint Multi-Task Framework for 3D Chest CT Abnormality Analysis
• ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis

Di Ruberto, Cecilia

• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Di Salvo, Francesco

• MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

Di Via, Roberto

• CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection

Di, Chunxia

• NR-Align: Non-rigid Alignment for Non-simultaneous Two-View 3D Coronary Reconstruction in Complex Cardiac Interventions

DiBella, Ed

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Diao, Muxi

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Diao, Yueqin

• NeuroFlow: Manifold-Aware Topological Flow Matching for EEG Decoding
• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Dickinson, Louise

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Dijkstra, Jouke

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Ding, Han

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling

Ding, Hao

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• Reasoning Text-to-Video Retrieval for Operating Room Clips via Action-Driven Digital Twins
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Ding, Hexiao

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Ding, Hui

• PANet: Probability-Anchored Network for Ultrasound Bone Segmentation

Ding, Jun-En

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Ding, Kai

• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling

Ding, Meidan

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Ding, Qingpeng

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Ding, Shan

• Patient-Conditioned Vision–Language Priors with Stable Mixture-of-Experts for Label-Efficient Alzheimer’s MRI Staging

Ding, Tong

• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Ding, Xuan

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Ding, Yan

• Towards Direction-Equilibrated Segmentation in 3D Medical Images

Ding, Zhicheng

• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Ding, Zhongxiang

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Dinh, Viet

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Disoki, Mohamad Bashar

• Inflated Performance in fMRI-Based ASD Diagnosis: A Reproducibility Study of Data Leakage in Feature Selection Pipelines

Do, Thanh Ha

• Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation

Doerrich, Sebastian

• MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

Dohmen, Melanie

• Revisiting Integration of Image and Metadata for DICOM Series Classification: Cross-Attention and Dictionary Learning

Dolatabadi, Elham

• Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning

Dolui, Sudipto

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Dolz, Jose

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification

Dombrowski, Mischa

• The Learnability Gap in Medical Latent Diffusion
• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models

Dong, Hang

• TraceCXR: Verifiable Chest X-ray Reports via Evidence-Addressable Graph Prompting

Dong, Jessie N.

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound
• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Dong, Jingqi

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Dong, Ke

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling

Dong, Lan

• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Dong, Li

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings

Dong, Licong

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Dong, Nanyu

• ACA: Post-hoc Adaptive Logit Alignment for 3D Medical Image Segmentation

Dong, Shaohua

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding

Dong, Suyu

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

Dong, Tianxiang

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Dong, Xingping

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding

Dong, Yihong

• S2GAIN: Spatio-Spectral Guided Affinity Imputation Network for Alzheimer’s Disease Diagnosis with Incomplete Modality

Dorent, Reuben

• Unsupervised Brain Anomaly Detection as a Bayesian Inverse Problem with Diffusion Prior

Dou, Haoran

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Dou, Qi

• MedExpMem: Adapting Experience Memory for Differential Diagnosis
• From Perception to Anticipation: Forecasting Vessel–Instrument Interactions in Endoscopic Surgery under Unreliable Observations
• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Dou, Xiaoyan

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Dou, Yulong

• OrthoFlow: Decoupled Landmark Prediction and Image Synthesis for Orthodontic Treatment Outcome Visualization
• MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation
• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis

Du, Bo

• UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis
• TraceCXR: Verifiable Chest X-ray Reports via Evidence-Addressable Graph Prompting
• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification
• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis
• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis
• DeformTTA: Morphology-Aware Controllable Deformation for Test-Time Adaptation in Fetal Cardiac Ultrasound Image Segmentation
• Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Du, Bodong

• RadHiera: Semantic Hierarchical Reinforcement Learning for Medical Report Generation

Du, Chenhe

• ALFA: Biplanar X-Ray Reconstruction via Anatomy-Latent Field Adaptation

Du, Hanyu

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification

Du, Lan

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation

Du, Lixin

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Du, Shaoyi

• HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis

Du, Siyi

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification

Du, Tao

• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Du, Wenju

• B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation

Du, Xiangtong

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image

Du, Yao

• CardiacPULSE: Frequency-Aware Self-supervised Cardiac Phase Detection in Echocardiography

Du, Ye

• PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness
• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval
• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Du, Yiwei

• MLLM-Enhanced Region-Aware Bidirectional Evidence-Based Model for Tongue Diagnosis

Du, Yuetian

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Du, Yuexi

• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Du, Zhiguo

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Duan, Caohui

• A 3D Unrolling Framework for Joint Sodium MRI Reconstruction and Concentration Quantification

Duan, Chuanzhi

• Physics-Inspired Continuous Transformer for Fast QDSA Reconstruction

Duan, Feng

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Duan, JinQiao

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Duan, Jinhao

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Duan, Jinming

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation
• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Duan, Peiyu

• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Duan, Wenting

• Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation

Duan, Xiaohui

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Duan, Yaofei

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Duan, Yiru

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation

Duanmu, Xiangyuan

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Duarte, Kaue Tartarotti Nepomuceno

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Duggan, Nicole

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Duhaime, Erik

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Dukre, Adinath

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs

Duncan, James S.

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Dunn Beltran, Andrea

• Understanding Model Behavior in Monocular Polyp Sizing

Duprez, Michel

• Interactive MWA Planning via Probabilistic Inverse Inference
• A Deep Learning Surrogate Model for Microwave Thermal Ablation: From Preoperative Planning to Intraoperative Re-planning

Durak, Gorkem

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Duran Mendicuti, Alejandra

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Durr, Nicholas J.

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Durrer, Alicia

• Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis

Duval, Eli

• Uncovering Interpretable Point-Wise Image Correspondences from Deep Segmentation Features

Dvornek, Nicha C.

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator
• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Dwarampudi, Jagan Mohan Reddy

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Dwivedi, Girish

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Dwyer, Dominic

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Dzikunu, Obed K.

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• Compass: Prostate Cancer Detection Needs Multi-view Context

Dzulkarnain, Hamka Bin

• Interpretable Structure-Function Coupling via State-Space Models for Brain Connectome Analysis

Dzyubachyk, Oleh

• D2C: Data-Efficient Skin Lesion Classification for Clinical Images by Representation Alignment Using Dermoscopic Resources

D’Alberti, Elena

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Eads, Amanda

• Self-supervised Learning on Lingual Ultrasound Video Encodes Clinically Meaningful Articulatory Structure of Rhotic Production in Residual Speech Sound Disorder

Ecker, Veronika

• Multimodal Contrastive Regression for Organ-Resolved Biological Age Prediction

Eddarouich, Souad

• Exploiting Interior Geometry for Intracranial Aneurysm Detection and Segmentation on 3D Point Clouds via GNNs

Eddy, Rachel

• Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis

Egashira, Ryoko

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Eils, Roland

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Ekanayake, Jinendra

• Bridging the Markerless Tracking Validation Gap: Intraoperative X-Ray Workflow Integration

Ekenel, Hazım Kemal

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

El Hadramy, Sidaty

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

El-Beltagy, Mohamed A.

• KiMoCo-Net: Dual-Domain Learning for MRI Motion Artifact Correction

El-Zammar, Ola

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

El-bouri, Wahbi K.

• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans

Elazab, Ahmed

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Elbakry, Mariam

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Elbatel, Marawan

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Elgebaly, Aya

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Elhabian, Shireen Y.

• MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs
• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Elsayed, Ayman

• CONNECT-4: Brain Connectivity-Guided Hyperedge Graph Fusion for Structural MRI to 4D Rest Functional MRI Synthesis

Elson, Daniel S.

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry
• Bridging the Markerless Tracking Validation Gap: Intraoperative X-Ray Workflow Integration

Elyan, Eyad

• OCS-MAMBA: Object-Centric, Logic-Guided Approach for Surgical Action Understanding

Emberton, Mark

• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation

Emmenegger, Urban

• Quantification of 3D Musculoskeletal CT Image-Based Biomarkers in the Lumbar Spine: Application in Metastatic Prostate Cancer

Emrani, Sheina

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Eng, John

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Engelhardt, Sandy

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers
• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Engels, Megan M. L.

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Er, Sezgin

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Erdem, Rumeysa Elif

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Erdur, Ayhan Can

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Ertürk, Ali

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Eschweiler, Dennis

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models

Eskandari, Mark K.

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Esmaeili, Nazila

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Espejo, Diego

• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Esposito, Michele

• Uncertainty-Guided Conservative Propagation for Coronary Artery Segmentation

Essert, Caroline

• Planning the Perfect Burn: Multi-objective PSO for Multi-needle Thermal Ablation

Eum, Heeseong

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Faber, Cornelius

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Fairhurst, Merle

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Falahkheirkhah, Kianoush

• Seamless Whole Slide Label-Free Virtual Staining

Falcetta, Daniele

• Deep Probabilistic Cerebrovascular Atlas

Fan, Chao

• Artifact-aware Prompt Learning for Domain Generalization

Fan, Dingwei

• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Fan, Fenglei

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Fan, Fuxin

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation

Fan, Haoran

• Group-Conditioned Representation Modulation for Fair Skin Disease Diagnosis

Fan, Jiansong

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Fan, Jiaqi

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension

Fan, Jiaying

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation

Fan, Jingfan

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Fan, Mengchen

• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Fan, Weijia

• Volume-Fused Super-Resolution OCT Reveals Cellular-Level Structures in the Outer Segment Across Wider Fields Without Adaptive Optics

Fan, Weixiong

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Fan, Wen

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Fan, Wenkang

• Intraoperative Fluoroscopy-Volume Registration Using Virtual-Supervision Skeleton Attention

Fan, Wenxin

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Fan, Xiang

• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Fan, Xin

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning
• H2M-Net: Hierarchical Hyperbolic Memory Network for Pathological Report Generation
• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Fan, Yimin

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling

Fan, Yong

• Interpretable Local-to-Global Estimation of Brain Aging Speed From Morphological Changes Using Longitudinal Structural MRI Data
• Discovering Heterogeneous Neurodegenerative Disease Patterns From MRI Data for Improved Prediction

Fan, Yubo

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Fan, Yuheng

• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation

Fan, Zhiting

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Fang, Hao

• Intraoperative Fluoroscopy-Volume Registration Using Virtual-Supervision Skeleton Attention

Fang, Jing

• Missingness-Aware Multimodal Learning for Four-Class Adrenal Tumor Classification

Fang, Ruogu

• REVEAL++: Differentiable Phenotypic Grouping for Vision–Language Retinal Modeling of Alzheimer’s Disease Risk

Fang, Shiaofen

• Self-supervised Longitudinal Neuroimaging Augmentation for Continuous Staging of Alzheimer’s Disease

Fang, Wei

• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection

Fang, Yingying

• Unleashing Video Language Models for Fine-grained HRCT Report Generation

Fang, Yuqi

• Structural-Semantic Aware Information Reduction for Asymmetric EEG-Visual Alignment
• MLLM-Enhanced Region-Aware Bidirectional Evidence-Based Model for Tongue Diagnosis
• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation
• Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation
• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Farahani, Hossein

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Farahmand, Mohammad

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Farhat, Manel

• SS-IoSR: Self-supervised Intraoral Scans Repair

Farid, Shahid

• Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D–2D Registration for Liver Laparoscopy

Faridpooya, Koorosh

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Farioli, Francesco

• ReportX: The BraTS Clinical Report Dataset

Fasano, Giuseppe

• WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

Fastenrath, Fabian

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Federici, Lorenzo

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Fei, Manman

• CerviThink: A Reinforced Visual Reasoning Framework for Cervical Cancer Cell Classification
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Fei, Song

• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement
• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration

Fei, Zetao

• Peeling an Onion: Layer-Wise Doppler-Backprojected Ultrasound Microvascular Vector Flow Imaging

Fekry, Marina Maher

• KiMoCo-Net: Dual-Domain Learning for MRI Motion Artifact Correction

Fels, Sidney

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Fen, Fang

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Feng, Bin

• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays

Feng, Chaolu

• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Feng, Chengcheng

• Frequency-Aware Multi-Margin Loss for Imbalanced Medical Ordinal Classification

Feng, Guangnan

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Feng, Hongying

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Feng, Jiaming

• Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D–2D Registration for Liver Laparoscopy

Feng, Jianhui

• Joint Multi-modal Learning for Susceptibility-Induced Distortion Correction in Diffusion MRI

Feng, Jie

• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction

Feng, Jingxi

• HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis

Feng, Juncai

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Feng, Mengling

• Evidential Fusion Network for Multimodal Survival Prediction Under Missing Modalities

Feng, Ning

• Intraoperative Fluoroscopy-Volume Registration Using Virtual-Supervision Skeleton Attention

Feng, Qian

• Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

Feng, Qianhan

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Feng, Rui

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Feng, Ruiqing

• BrainHTF: Learning Causal Graph Representation of Brain Connectome with Hyperbolic Transformer

Feng, Siyang

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation
• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Feng, Wei

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery
• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Feng, Xikang

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Feng, Xin

• Frequency-Aware Prototype Learning in VLM for Intracranial Aneurysm HR-VWI Segmentation

Feng, Yang

• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans

Feng, Yidan

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency

Feng, Yu

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Feng, Yuqi

• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Feng, Zetian

• Learning Modality-Invariant Structure and Distribution Alignment for Multimodal Medical Image Registration

Feragen, Aasa

• Measuring What VLMs Don’t Say: Validation Metrics Hide Clinical Terminology Erasure in Radiology Report Generation
• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Fernando, Tharindu

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Ferrante, Enzo

• Self-supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

Feydy, Jean

• Optimal Steps for Fast Diffeomorphic Shape Registration

Fichtinger, Gabor

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Figini, Matteo

• MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

Fillioux, Leo

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology
• CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification

Finol, Ender A.

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Fiorentino, Maria Chiara

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Fisher, George A.

• TRIAGE-MIL: Multi-axis Instance Selection and Semantic Hypergraph Modeling for Survival Prediction from Whole-Slide Images

Fishman, Zachary

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Flanagin, Virginia L.

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Fok, Rachel Melissa

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Fong, Simon

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Fong, Stephanie

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Fookes, Clinton

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Fooladgar, Fahimeh

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Forero Martinez, Yency

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Fournel, Joris

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Francis, Nader

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Frangi, Alejandro F.

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• DINO-3DRA: Leveraging 2D Foundation Model Semantics for 3D Cerebral Aneurysm Segmentation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Frank, Stella

• Measuring What VLMs Don’t Say: Validation Metrics Hide Clinical Terminology Erasure in Radiology Report Generation

Frey, Dietmar

• ReScan-IA: A Spatially-Adaptive Diffusion Framework for Controllable 3D Intracranial Aneurysm Inpainting

Frey, Norbert

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers

Freyberg, Jan

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Friedman, Constantin

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Friedman, Paul

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Friedrich, Christoph M.

• Demographic-Conditioned State Space Models for ECG-Based Age Estimation

Frisch, Yannik

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers
• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation

Frisken, Sarah

• 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior

Frouin, Vincent

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

Fu, Baochen

• MLLM-Enhanced Region-Aware Bidirectional Evidence-Based Model for Tongue Diagnosis

Fu, Chi-Wing

• UniLiver: Gradient-Conditioned Unified Model for Multi-target Hepatic Segmentation
• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• Surgical Video Temporal Grounding

Fu, Dongmei

• DeNuC: Decoupling Nuclei Detection and Classification in Histopathology

Fu, Huazhu

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation
• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Fu, Jia

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Fu, Junhu

• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation

Fu, Longlong

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Fu, Ourui

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Fu, Peifen

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Fu, Rong

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Fu, Shujun

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Fu, Suzhong

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Fu, Wei

• SCKAN: Structural Consensus-Based KAN Prototype Learning for Semi-supervised Pancreas Segmentation

Fu, Xingyue

• CARformer: Class-Aware Representation Learning for Small-Cohort, Imbalanced Psychiatric Disorder Classification in Brain MRI

Fu, Xueming

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Fu, Yao

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer

Fu, Yihang

• PALETTE: Pathology-Aware Latent Embedding for Targeted Tissue Expression

Fu, Yili

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

Fu, Yingji

• TGH-DB: Template-Guided Heteroscedastic Diffusion Bridge for Brain MRI-to-PET Synthesis

Fu, Yu

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Fu, Yuanfei

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Fu, Yueze

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms

Fu, Yunhan

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Fu, Yuxuan

• Pressure-Tuned Auditor for Sycophancy-Resistant Breast Ultrasound VLM Diagnosis

Fu, Zeyu

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Fu, ZhiJia

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI

Fua, Pascal

• VecHeart: Holistic Four-Chamber Cardiac Anatomy Modeling via Hybrid VecSets

Fujimoto, James G.

• Volume-Fused Super-Resolution OCT Reveals Cellular-Level Structures in the Outer Segment Across Wider Fields Without Adaptive Optics
• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation

Förster, Tim

• Multimodal Contrastive Regression for Organ-Resolved Biological Age Prediction

Füller, David

• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Fürnrohr, Florian

• Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI

Fürnstahl, Philipp

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance
• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Gafencu, Miruna-Alexandra

• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations

Gaggion, Nicolás

• Self-supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

Gahm, Jin Kyu

• MARBLE: Lightweight EEG-to-fMRI Translation via Mamba-Attention and ROI-Conditioned Decoding

Galanakis, Stathis

• DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification

Galiana, Gigi

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator

Gammulle, Harshala

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Gan, Lu

• Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought

Gan, Shushen

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Ganatra, Vaibhav

• Oculo: A Multilabel Dataset for the Identification of Ocular Abnormalities from Ultrasound Images

Gandhi, Tapan K.

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG
• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Gandolfi, Daniela

• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Ganesh, Aravind

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Gao, Catherine

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Gao, Dongyang

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Gao, Fei

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction
• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection
• Cross-channel Consistent Mamba for Extreme Limited-View Photoacoustic Tomography Reconstruction

Gao, Jie

• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Gao, Jun

• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis
• Conditional Diffusion Prompting for Ambiguous Medical Image Segmentation

Gao, Juntao

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Gao, Li

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Gao, Lili

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading

Gao, Lin

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Gao, Mingchen

• Refining 3D Medical Segmentation with Verbal Instruction

Gao, Qiang

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation

Gao, Riqiang

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Gao, Shangqi

• Open World MRI Reconstruction with Bias-Calibrated Adaptation

Gao, Shujian

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Gao, Shuo

• TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning
• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification
• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Gao, Wenbo

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms

Gao, Wenhao

• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

Gao, Wenpeng

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

Gao, Xia

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Gao, Xiaoru

• Unsupervised Domain Adaptation for Pelvic Landmark Localization in CT and MR Using Landmark-Conditioned Synthesis
• OPS: One-Shot Point Prompted Semantics-Aware Learning for Medical Image Registration

Gao, Xin

• MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
• MedRAG-SCA: A Retrieval-Augmented Self-correcting Agent for Clinically Compliant Cross-Modality MRI Synthesis
• FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
• FairPneum: Improving Fairness in Pneumonia Diagnosis and Lesion Segmentation
• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
• Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease
• Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Gao, Xinru

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

Gao, Yang

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Gao, Yaozong

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Gao, Yi

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Gao, Yifan

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training
• MedRAG-SCA: A Retrieval-Augmented Self-correcting Agent for Clinically Compliant Cross-Modality MRI Synthesis
• FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation
• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Gao, Yu

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Gao, Yuan

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Gao, Zeli

• S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation

Gao, Zeyu

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Gao, Zhifan

• Proactive Domain Unification for Robust Echocardiography Segmentation
• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Gao, Zhuangzhi

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Gao, Ziqi

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator

Gao, Ziwei

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer

Gao, Zixuan

• Non-parametric Prototypes Enable Semantic Graph Learning for Whole-Slide Pathology

Garg, Tarun Kumar

• FedProIn: Mitigating Client Drift for Learnable Prototypes in Federated Medical Imaging

Garibli, Nadine

• LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation

Garyfallidis, Eleftherios

• PRISM: Differentiable Analysis-by-Synthesis for Fixel Recovery in Diffusion MRI

Gateno, Jaime

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Gatidis, Sergios

• Sparse Autoencoders for Interpretable Medical Image Representation Learning
• Multimodal Contrastive Regression for Organ-Resolved Biological Age Prediction
• CheXanatomy: Anatomy–Aware Vision–Language Modeling for Chest Radiographs

Gaviria, David Dueñas

• PromptGate: Client-Adaptive Vision–Language Gating for Open-Set Federated Active Learning

Gazibaric, Marvin

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models

Ge, Enze

• From Exams to Trajectories: Neural Controlled Differential Equations for Longitudinal Mammography Vision-Language Pretraining

Ge, Ruiquan

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Ge, Shuzhi Sam

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin

Ge, Yisu

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Ge, Zhaoyang

• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Ge, Zongyuan

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training
• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery
• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology
• A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning
• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Gebauer, Johannes B.

• Non-linear INR-Based Motion Modeling for 4D Radiotherapy

Geng, Baocheng

• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Geng, Haixiao

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Geng, Wanting

• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Geng, Ye

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

George, Yasmeen

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Germani, Elodie

• Disentangling Prompt Dependence to Evaluate Segmentation Reliability in Gynecological MRI

Gerth, Tatiana

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Geurts, Lucca

• Comparative Analysis of Automated Frame Selection Methods for Glaucoma Detection in Smartphone-Based Low-Quality Fundus Video

Ghaboura, Sara

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Ghaffari, Meysam

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Ghafoor, Afnan

• SymmDiff: Symmetry-Guided Diffusion for Fracture Localization in Pelvic Radiographs

Ghanaat, Arman

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Ghanem, Louis R.

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Ghasemzadeh Khorzoughi, Ali

• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Ghazaei, Ghazal

• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation
• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

Ghesu, Florin C.

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Gholami, Zahra

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography

Ghose, Soumya

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Ghosh, Abhijeet

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

Ghosh, Shantanu

• PhyDiCT: Plug-and-Play CT Reconstruction from Sparse X-Rays via Differentiable Rendering and Strong Priors

Ghotbi, Reza

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Giganti, Francesco

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Gilani, Syed Zulqarnain

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Giliyar Radhakrishna, Chaithya

• DD-INR: Dynamics-Driven Implicit Neural Representation for Accelerated Whole-Brain Functional MRI Reconstruction

Ging, Simon

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Ginty, Fiona

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Giot, Maxime

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

Giraldo, Beatriz

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Giritharan, Dinesh

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Glocker, Ben

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Goetze, Martin

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models

Goldsmith, Andrew

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Golhar, Mayank

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Gomez, Catalina

• Research Design Considerations for Empirical User Studies in MICCAI

Gong, Chenquan

• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Gong, Haifan

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Gong, Kuang

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Gong, Wenxin

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction

Gong, Xun

• Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation

González, Fabio A.

• Computer-Assisted Intervention in Capsule Endoscopy: A Real-Time Edge-AI Auditing System

Gopalakrishnan, Vivek

• 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior

Gopée, Quentin

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization

Gori, Pietro

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling
• Counterfactual Contrastive Analysis
• Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

Gotkowski, Karol

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI

Goyal, Puneet

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images

Graf, Robert

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Grana, Costantino

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2
• The Paper Has a GitHub, the GitHub Has a README, the README Has Nothing: Reproducibility Signals for Review Support
• ReportX: The BraTS Clinical Report Dataset
• Ontology-Grounded Structured Prediction for Dental CBCT Reporting
• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Granados, Alejandro

• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

Granley, Jacob

• Percept-Aware Surgical Planning for Visual Cortical Prostheses with Vascular Avoidance

Grau, Vicente

• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography
• EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
• EchoFID: A Multi-teacher Distilled Evaluation Network for Cardiac Ultrasound Image Generation

Greenberg, Jacob K.

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Grenne, Bjørnar

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Grinevich, Vyacheslav

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Grogan, Eric L.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Grzegorzek, Marcin

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification

Gu, Fei

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Gu, Hanxue

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports

Gu, Jiaying

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Gu, Kevin

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Gu, Lei

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Gu, Ran

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation

Gu, Ruilin

• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis

Gu, Wen

• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Gu, Xianming

• DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration

Gu, Xuejun

• Learning What Can Move: Patient-Specific Motion Subspaces from a Single Scan

Gu, Xuncheng

• POT-SAM3: Prompt-Only Tuning for One-Shot Electron Microscopy Segmentation

Gu, Yannian

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Gu, Yi

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data
• CARE: Clinically Aligned Retrieval Evidence for Consistent Radiology Report Generation

Gu, Yun

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space
• ECFR: Entropy-Consistency Flow Rectification in Test-Time Adaptation for Medical Foundation Models

Guan, Huhao

• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction

Guan, Jinquan

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis

Guan, Qingji

• Oneclass4ASD: Autism Spectrum Disorder Screening via One-class Classifier

Guan, Qiwen

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Guan, Rui

• Physiology-Aligned Hierarchical Network for Heart Murmur Detection

Guan, Zixin

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Guarrasi, Valerio

• Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation

Guayacán, Luis

• Spatially-Aware Graph Geometric Representation for Lung Nodules Detection

Guckenberger, Matthias

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Guettier, Catherine

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Gueziri, Houssem-Eddine

• Vision-Based Force Estimation Using Brain Surface Deformation Models

Gui, Yiyu

• MedTS-TTT: Test-Time Training for Medical Time Series Classification
• LEGEND: A Language-Aligned EEG Foundation Model with Flow Matching Latent Denoising

Guizani, Mohsen

• PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization

Gulzar, Inam Ul Haq

• VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis

Gunderson, Fabio

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Gunn, Alistair

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Gunn, Martin

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Guo, Bocheng

• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

Guo, Diandian

• SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Guo, Fei

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics
• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Guo, Guangyu

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Guo, Guiliang

• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Guo, Hang

• Non-parametric Prototypes Enable Semantic Graph Learning for Whole-Slide Pathology

Guo, Hao

• Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

Guo, Hongbo

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging
• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction
• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Guo, Honglin

• Mask-Guided Attention Regulation for Anatomically Consistent Counterfactual CXR Synthesis

Guo, Jia

• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs
• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Guo, Jiarong

• CardiacPULSE: Frequency-Aware Self-supervised Cardiac Phase Detection in Echocardiography

Guo, Jinyue

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Guo, Junlin

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Guo, Kai

• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

Guo, Kangwei

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation

Guo, Lijun

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT
• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Guo, Min

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Guo, Pengfei

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

Guo, Qiaojuan

• Protocol-Manifold Coverage Learning (PMCL): Source-Free Active Adaptation for Multi-Center Nasopharyngeal Carcinoma MRI Segmentation

Guo, Siyan

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension
• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Guo, Weidong

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Guo, Xiaoqing

• Research Design Considerations for Empirical User Studies in MICCAI
• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance

Guo, Xin

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Guo, Xinran

• Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning

Guo, Yao

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Guo, Yi

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow
• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Guo, Yiqing

• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification

Guo, Yuan

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Guo, Yuchen

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs

Guo, Zaiyang

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Guo, Zhaohui

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework

Guo, Zheng

• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Guo, Zhilin

• Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning

Guo, Zhuoxin

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• Compass: Prostate Cancer Detection Needs Multi-view Context

Gupta, Dhruv

• Cervical Vertebral Maturation Staging from a Continuous Perspective

Gupta, Nivedita

• SAFE-Diff: Structurally Anchored Diffusion for Anatomically Faithful CT Image Super-Resolution

Gupta, Pankaj

• VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis

Gupta, Rajarsi

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Gupta, Sukrit

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images
• Cervical Vertebral Maturation Staging from a Continuous Perspective

Gupta, Utkarsh

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Gyawali, Prashnna

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Günther, Manuel

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Ha, Minji

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning

Haber, Suzanne N.

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Habémont, Tristan

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Hache, Barnabé

• Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization

Hacihaliloglu, Ilker

• XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Hagenah, Jannis

• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Hagerman, David

• RefTr: Recurrent Refinement of Confluent Trajectories for 3D Tubular Tree Centerlines

Halavar, Bheemappa

• Right Answer, Wrong Evidence: Revealing Visual Confabulation in Multi-Image Medical VLMs with the Evidence Attribution Score

Hallisey, Stephen

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Hamamci, Ibrahim E.

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Hamarneh, Ghassan

• Quality-Guided Semi-supervised Learning for Medical Image Segmentation

Hamdi, Abdullah

• Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

Hamm, Benjamin

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI
• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Hammond, Tracy

• Dual-Domain Cross-Modal Decoding for Clinical Text-Guided Medical Image Segmentation

Hamoudi, Rifat

• BioGuide: Biomedically-Guided Segmentation for Medical Tasks
• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Han, Bonian

• INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields

Han, Donghee

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• Missing Modality-Aware Calibration for Trustworthy Brain Tumor Segmentation
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Han, Haijun

• BrainWeaver: Weaving Dynamic Brain Networks with ROI-Guided Attention for Cognitive Assessment

Han, Haojie

• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation
• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Han, Hua

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Han, Jeong Joon

• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Han, Ji Yong

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Han, Jize

• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration
• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Han, Kai

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Han, Kangfu

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Han, Limei

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Han, Longfei

• Learning Diverse and Realistic Polyp Data via Style-Fused Diffusion Models

Han, Luyi

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Han, Wei

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation

Han, Xiao

• BioFlow: A Biologically Valid Support-Preserving Flow for Histology-Conditioned Spatial Transcriptomics Prediction

Han, Xiaoxiang

• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Han, Xu

• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies
• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Han, Yan

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification

Han, Yeon Gyu

• AMFG: Anatomy-Grounded Multi-finding Guidance for Training-Free Chest X-Ray Generation

Han, Yoseob

• Improved Vascular Segmentation via Binary Flow Matching with Straight-Path Regularization

Han, Yuchi

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Han, Zaidao

• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals

Han, Zhenyan

• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Hanif, Asif

• PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization
• Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision–Language Models

Hannigan, Imelda

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Hansen, Christian

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Hansen, Kaysen

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Hansen, Pascal

• EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model

Hansen, Stine

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction

Hao, Huaying

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Hao, Jing

• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation
• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Hao, Pengfei

• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development

Hao, Qin

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Hao, Rui

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Hao, Shuang

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics
• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Hao, Teqi

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Hao, Xiaoke

• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation

Hao, Yanrong

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition

Hao, Yingqi

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Hao, Yongfu

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Haouchine, Nazim

• Vision-Based Force Estimation Using Brain Surface Deformation Models
• 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior

Haque, Md Rakibul

• MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs

Hardisty, Michael

• Quantification of 3D Musculoskeletal CT Image-Based Biomarkers in the Lumbar Spine: Application in Metastatic Prostate Cancer
• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Hariri, Mohsen

• Medical Image Spatial Grounding with Semantic Sampling

Harmanani, Mohamed

• Compass: Prostate Cancer Detection Needs Multi-view Context

Harrison, Nicholas

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Hartley, Mary-Anne

• Hierarchical Multi-Video Multiple Instance Learning: AI-Interpreted Point-of-Care Ultrasound for TB Detection

Hartman, Eline M. J.

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Harvey, Nicholas C.

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Hasan, Md

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Hashemi, Nima

• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification

Hashimoto, Daniel A.

• DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction

Hasin, Daria

• TOFlow: Learning-Based Isotropic Reconstruction and Flow Mapping from Multi-orientation TOF-MRA

Hasler, Carol C.

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Hassan, Abdul R.

• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation

Hassan, Lara

• Better Said Than Seen: Exposing and Mitigating Modality Collapse with ICD-11-Grounded Evaluation

Hassan, Salma

• CONNECT-4: Brain Connectivity-Guided Hyperedge Graph Fusion for Structural MRI to 4D Rest Functional MRI Synthesis

Hauberg, Søren

• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Hauke, Frederik

• Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study

Hausenloy, Derek

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Haut, Elliott

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Havlas, Asli

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

He, Along

• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

He, Dongdong

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

He, Guannan

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

He, Hangzhou

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

He, Jingyi

• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

He, Junjun

• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

He, Kangjian

• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos

He, Lei

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

He, Liang

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

He, Lianghua

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

He, Lifang

• Joint Imaging–ROI Representation Learning via Cross-View Contrastive Alignment for Brain Disorder Classification

He, Lili

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

He, Linchao

• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

He, Lucas

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

He, Mengshen

• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

He, Mengxian

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

He, Muzhen

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-parametric MRI for Contrast Agent Free Breast DCE-MRI Synthesis
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

He, Qiuchi

• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation

He, Runlong

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment
• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

He, Shiqi

• InvDetect: Unsupervised Medical Anomaly Detection in the Noise Latent Space of DDIM

He, Shuaishuai

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging

He, Sixu

• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development

He, Siyuan

• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation

He, Tianxing

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

He, Wei

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

He, Wenming

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT

He, Xiangjian

• Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation

He, Xiaowei

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging
• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction
• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

He, Xinzi

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

He, Xuelei

• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction

He, Yangyan

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

He, Yifei

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

He, Yimeng

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training

He, Yonglan

• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

He, Yuanzhe

• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

He, Yue

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

He, Yufan

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

He, Yunlong

• Counterfactual Contrastive Analysis

He, Yuzhi

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

He, Zhiyang

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

He, Zijun

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

He, Ziyang

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation
• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Heber, Ulrike

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Heckel, Reinhard

• Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI

Heidari, Moein

• XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Heintz, Thibault

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Heit, Jeremy

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Helbich, Thomas H.

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Helfen, Anne

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Heng, Pheng-Ann

• UniLiver: Gradient-Conditioned Unified Model for Multi-target Hepatic Segmentation
• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
• Surgical Video Temporal Grounding
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition
• LangOR: 3D Language Field Reconstruction for Operating Room
• Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images
• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Hennighausen, Jakob

• EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model

Henriques, José P.

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Heo, Jin

• Confidence-Aware Supervision for Robust Multi-task Embryo Grading

Heo, Keun-Soo

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation
• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Heraoui, Chakib

• Vision-Based Force Estimation Using Brain Surface Deformation Models

Hertel, Alexander

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Herzog, Lisa

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Higashita, Risa

• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals

Hilbert, Adam

• ReScan-IA: A Spatially-Adaptive Diffusion Framework for Controllable 3D Intracranial Aneurysm Inpainting

Hindocha, Sumeet

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Ho, Dean

• Research Design Considerations for Empirical User Studies in MICCAI

Ho, Minh Khoi

• Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation

Ho, Ping Shu

• EndoX: A GPU-Accelerated Endoscopic Perception Simulation Framework

Ho, Wai Yin

• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Hoch, Armando

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Hodgson, Antony

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Holland, Robbie

• Sparse Autoencoders for Interpretable Medical Image Representation Learning

Holmes, Hudson M.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Holmstrøm, Vegard

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Honce, Justin

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Hong, Chenyuan

• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Hong, Minki

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Hong, Qingqi

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Hong, Sakang

• Uncertainty-Aware Bayesian Prompt Adaptation for Robust Cross-Modality Medical Segmentation

Hong, Sungrae

• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification
• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• Missing Modality-Aware Calibration for Trustworthy Brain Tumor Segmentation
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Hong, Yi

• SPEAR: Error-Guided Sparse Refinement for Scalable Deformable Medical Image Registration
• Question-Driven Decision Tree via Knowledge Distillation for Interpretable Prediction

Hong, Yuhao

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Honjol, Ruby

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset

Hooshiar, Amir

• Vision-Based Force Estimation Using Brain Surface Deformation Models
• Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

Hopeman, Finn

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Hoque, Ehsan

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Hoque, Mobarak I.

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment

Hori, Masatoshi

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Horvath, Philipp

• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Hossain, Ekram

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Hossain, Tonmoy

• Learning to Unify Deformable Shape and Texture Representations for Cardiac Video Classification

Hosseini, Mohammad Mehdi

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Hosseinzadeh, Mehran

• ReMeDI: Refined Memory for Disambiguation of Identities with SAM3 in Surgical Segmentation

Hothi, Sandeep S.

• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation

Hou, Jiachuan

• SD-SAM: Synergizing SAM and DINOv3 for Parameter-Efficient Polyp Segmentation and a Challenging Benchmark Dataset

Hou, Junlin

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery

Hou, Qingshan

• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement

Hou, Wenlong

• PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness
• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Hou, Yuqing

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging

Hou, Zeng-Guang

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Hou, Zhoujie

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics

Hsu, Wen-Chi

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Hu, Chen

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding
• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation

Hu, Chuanfei

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Hu, Cong

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding

Hu, Dan

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation
• Enhancing Pathological VLMs with Cross-scale Reasoning

Hu, Daosong

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images

Hu, Dewei

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Hu, Haigen

• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Hu, Haoyu

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Hu, Jiahui

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Hu, Jiakui

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Hu, Jifang

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Hu, Junpu

• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Hu, Keli

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis

Hu, Lijie

• MedFM-Robust: Benchmarking Robustness of Medical Foundation Models

Hu, Liwei

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction
• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Hu, Mengfan

• PICA: Physics-Guided Implicit Neural Fields with Boundary Conditioning for Intracranial Aneurysm Hemodynamics

Hu, Ming

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Hu, Peng

• Unsupervised and Segmentation-Free Phase Unwrapping for 4D Flow MRI Using Deep Image Prior
• ECHO: Estimated Composite Hybrid Observation for Zero-Shot Self-Supervised MRI Reconstruction

Hu, Qiang

• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation

Hu, Qingyu

• Network-Aware Bilinear Tokenization for Brain Functional Connectivity Representation Learning

Hu, Shan

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Hu, Shiang

• SA-CFM: Structure-Aware Continuous Flow Matching for Normative Modeling of EEG Microstate

Hu, Shishuai

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates
• Mitigating Grade Boundary Conflicts for Disease Severity Grading with Ambiguous Labels
• Learning Task-Specific Anatomical Priors via Context Distillation for In-Context Medical Image Segmentation

Hu, Taiyuan

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Hu, Tianxiang

• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans

Hu, Wei

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models
• TraceCXR: Verifiable Chest X-ray Reports via Evidence-Addressable Graph Prompting
• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis
• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Hu, Xiaoshi

• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Hu, Xiaotian

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis

Hu, Xiaowen

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Hu, Xihong

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling

Hu, Xingcan

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Hu, Xinglong

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Hu, Xinyi

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability

Hu, Xiyuan

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Hu, Xulin

• DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration

Hu, Yang

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Hu, Yaojun

• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space

Hu, Yibo

• Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs

Hu, Yifan

• SA-CFM: Structure-Aware Continuous Flow Matching for Normative Modeling of EEG Microstate

Hu, Yilan

• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Hu, Ying

• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Hu, Yipeng

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Hu, Yuanyun

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Hu, Yue

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI

Hu, Yujian

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Hu, Zhangfeng

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery
• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Hu, Zhenghui

• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Hu, Zhisen

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Hu, Zhuo

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Hua, Xiangqian

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction

Huan, Zihan

• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Huang, Anthony

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Huang, Baoru

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation

Huang, Bin

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction

Huang, Bingsheng

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction
• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Huang, Chaoning

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Huang, Chun-Rong

• ESRT: Endoscopic Stereo Reconstruction Transformer

Huang, Chunwang

• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development

Huang, Dingfu

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation

Huang, Erwen

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics

Huang, Gao

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Huang, GuanLin

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI

Huang, Hao

• ACMap: Across-scales Connectivity Mapping of Primate Brain

Huang, Haolin

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis
• Diagnosing 3D Volumes from Camera Video: A Semantic-Robust Framework Without Direct DICOM Access

Huang, Haoyang

• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Huang, Heng

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Huang, Hongwei

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Huang, Huan

• Uncertainty-Guided Conservative Propagation for Coronary Artery Segmentation

Huang, Hui

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Huang, James

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Huang, Jiahao

• Unleashing Video Language Models for Fine-grained HRCT Report Generation

Huang, Jiaju

• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging
• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis

Huang, Jiashuang

• URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection
• BrainHTF: Learning Causal Graph Representation of Brain Connectome with Hyperbolic Transformer

Huang, Jin

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Huang, Jincai

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs

Huang, Jinghan

• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Huang, Junwei

• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis

Huang, Junzhou

• Joint Segmentation and Graph-Based Skeletal Representation Learning with Geometric Priors

Huang, Kai

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images
• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Huang, Kaizhu

• Frequency-Aware Multi-Margin Loss for Imbalanced Medical Ordinal Classification

Huang, Liang

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment

Huang, Ling

• Evidential Fusion Network for Multimodal Survival Prediction Under Missing Modalities

Huang, Na

• UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis

Huang, Pan

• Prototype Instance-Semantic Disentanglement with Low-Rank Regularized Subspace Clustering for WSIs Explainable Recognition
• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation

Huang, Pu

• SD-SAM: Synergizing SAM and DINOv3 for Parameter-Efficient Polyp Segmentation and a Challenging Benchmark Dataset

Huang, Qiang

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis

Huang, Ruyue

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Huang, Shijie

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

Huang, Shiqi

• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation

Huang, Shixing

• Bridging Heterogeneous Medical Datasets via Mixture-of-Specialists Adapters for Unified Medical Image Classification

Huang, Shuai

• Diagnose Like a Doctor: Misdiagnosis-Aware Structured Memory for Continual Learning of Medical Vision-Language Models
• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Huang, Shuaihan

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Huang, Tianjin

• MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Huang, Tianyu

• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Huang, Vincent

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Huang, Wei

• SeedPro: Place Brachytherapy Seeds Like Expert Clinicians via Hierarchical Reinforcement Agents

Huang, Weimin

• KGT-Reg: Knowledge-Guided Multimodal Framework for Medical Image Registration

Huang, Wendong

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Huang, Wenke

• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis

Huang, Wenqi

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Huang, Xiaofei

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Huang, Ximeng

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Huang, Xin

• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Huang, Xingyu

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Huang, Xuhui

• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement

Huang, Yanyan

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Huang, Yawen

• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Huang, Yi

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction

Huang, Yifan

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation

Huang, Yijin

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs
• CiLA: Knowledge-Preserving Self-supervised Adaptation of CLIP for Fundus Imaging

Huang, Yiming

• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Huang, Yin

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks

Huang, Yixing

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation

Huang, Yu

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Huang, Yuewen

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Huang, Yuhao

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound
• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection
• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

Huang, Yuliang

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

Huang, Yuxin

• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction

Huang, Zaiqiang

• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering

Huang, Zhiquan

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis

Huang, Zhiyi

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Huang, Zhiyong

• KGT-Reg: Knowledge-Guided Multimodal Framework for Medical Image Registration

Huang, Zhongzhen

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Huang, Zixuan

• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering

Huang, Ziyan

• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Huang, Ziyang

• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Huang, Zuqi

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Hucke, Veit

• Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow

Huisman, Henkjan

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Hunter, Benjamin

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Huo, Shuaiguang

• Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation

Huo, Yuankai

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations
• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Hussain, Irfan

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Hussain, Tanveer

• Geometry-Aware Superpixel Graph Transformer with Metadata for Skin Lesion Classification

Hutter, Jana

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
• Disentangling Uterine and Bladder Activity in Paired EHG-MRI Data Using Anatomy-Guided Multicluster Beamforming

Huy, Ta Duc

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Hwang, Jae Youn

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning
• Dynamic Sub-domain Modeling for Robust Medical Image Segmentation

Hwang, Jeonghyun

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction

Hwang, Seong Jae

• Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics
• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Hwang, Yechan

• SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes

Hwang, Yunchan

• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation

Hwang, Yunseob

• Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement

Hyagreev, Pranav

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty

Hänsel, Martin

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Hörst, Fabian

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Ianus, Andrada

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Ibragimov, Bulat

• Predicting Radiologist Expertise from 3D Gaze Patterns During CT Interpretation
• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Ibragimov, Kamil

• Graph Neural Networks for Morphometric Characterization of the Aortic Valve

Ichinose, Akimichi

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Iele, Irene

• Multi-agent Test-Time Adaptation for Robust Medical Image-to-Image Translation

Ikizgul, Oyku

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Ikoma, Naruhiko

• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Ilhan, Sevval

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Illanes, Alfredo

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Illarionova, Svetlana

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Ilyas, Talha

• A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning

Im, Jong Pil

• Ordinal Priors for Colonoscopy Temporal Segmentation

Imam, Raza

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Ing Ren, Tsang

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Ingala, Silvia

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Inglese, Matilde

• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Ingolfsson, Thorir Mar

• S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring

Iriondo-Coysh, Amaya

• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Irwin, David J.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Isensee, Fabian

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

Ishii, Masaru

• Research Design Considerations for Empirical User Studies in MICCAI

Islam, Md Saiful

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Islam, Mohammed Saidul

• Open-PMC-18M: A High-Fidelity Large Scale Medical Dataset for Multimodal Representation Learning

Ismail, Malak

• BIGUS: Beam Integrated Gaussian Scattering for Continuous Ultrasound View Synthesis

Isogawa, Mariko

• Toward Markerless Video-Based Tremor Analysis: Objective Quantification of Pathological Tremor in Mouse Preclinical Models

Ito, Kimiteru

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Ito, Koichi

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Ittyerah, Ranjit

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Ivatury, Joga

• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Išgum, Ivana

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Jacob, Joseph

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Jacob, Julie

• Comparative Analysis of Automated Frame Selection Methods for Glaucoma Detection in Smartphone-Based Low-Quality Fundus Video

Jacokes, Zachary

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Jadhav, Kshitij

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Jafrasteh, Bahram

• Network-Aware Bilinear Tokenization for Brain Functional Connectivity Representation Learning

Jagtiani, Minal

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Jain, Mohit

• Oculo: A Multilabel Dataset for the Identification of Ocular Abnormalities from Ultrasound Images

Jain, Prateek

• AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification

Jain, Rahul Kumar

• Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs

Jaiswal, Manojkumar

• Cervical Vertebral Maturation Staging from a Continuous Perspective

Jamaludin, Amir

• Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Jamir, Obed

• Federated Medical Image Segmentation under Modality Heterogeneity via Specialized Adapters

Jamzad, Amoon

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Janda, Monika

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Janes, Sam M.

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Jang, Han

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Jang, Hyensoo

• Tooth Alignment via Virtual Trajectories with Clinical Constraints

Jang, Ikbeom

• When, Where, and How: Adaptive Binning for Tabular Self-supervised Learning
• OTCHA: Optimal Transport-Driven Confidence-Aware Latent Hub Alignment for Multi-view Medical Image Classification
• CSWinUNETR: Segmentation of Thin Anatomical Structures in Medical Images

Jang, Jiwon

• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation

Jang, Jongseong

• MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Jang, Joon

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Jang, Nayeon

• Collaborative Multiscale Representation Learning for AMD Detection

Jang, Seunghyun

• Ordinal Priors for Colonoscopy Temporal Segmentation

Jangid, Kunal

• ReLiF-3D: Prior-Guided Semi-supervised 3D MRI Segmentation via Robust Bias-Consistent Paired Views

Jannin, Pierre

• Research Design Considerations for Empirical User Studies in MICCAI
• Disentangling Prompt Dependence to Evaluate Segmentation Reliability in Gynecological MRI

Janíčková, Ivana

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Jaspers, Tim J. M.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Jaus, Alexander

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Javazm, Mohammad Rafiee

• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Javle, Milind

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Jawed, Soyiba

• Joint-Level Motor Imagery Decoding in fNIRS via a Unified Pairwise Machine Learning Framework

Jayadeva

• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Jayakumar, Nivetha

• CalcSeg: Confidence-aware 3D Latent Context Curriculum Learning For Myocardial Scar Segmentation From Single-Stack LGE-CMRs

Jebril, Hana

• Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation

Jehkul, Janik

• 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior

Jelenc, Matija

• Graph Neural Networks for Morphometric Characterization of the Aortic Valve

Jensen, Malte

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset

Jenssen, Robert

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Jeon, Young Hun

• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Jeong, Geon

• Decoupled Ordinal Refinement with Geometric Alignment for Chest X-ray Severity Scoring

Jeong, Jin Gyo

• HiEDL: Hierarchical Evidential Deep Learning for Uncertainty-Aware Tumor Segmentation from 3D CT via Boundary Regularization

Jeong, Jisoo

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction

Jeong, Jiwon

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Jeong, Minjae

• SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes
• Learning Robust Medical Image Segmentation Under Mixed-Quality Annotations

Jeong, Taejin

• Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

Jeong, Won-Ki

• Zero-Shot CT Super-Resolution Using Diffusion-Based 2D Projection Priors and Signed 3D Gaussians
• LRMIL: Efficient Low-Resolution Multiple Instance Learning via High-Resolution Knowledge Distillation for Whole Slide Image Classification
• LaGuadia: Language-Guided Adaptive Distillation from Pathology Foundation Models

Jeong, Woojin

• Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Jeyaraj, Rathinaraja

• TRIAGE-MIL: Multi-axis Instance Selection and Semantic Hypergraph Modeling for Survival Prediction from Whole-Slide Images

Jha, Debesh

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
• Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

Jhawar, Kartik

• HD-TTA: Hypothesis-Driven Test-Time Adaptation for Safer Brain Tumor Segmentation

Ji, Bing

• CPS4: Class Prompt Driven Semi-supervised Spine Segmentation with Class-Specific Consistency Constraint

Ji, Changkai

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction

Ji, Jianhang

• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration

Ji, Junya

• Wavelet-Guided Spectral–Spatial Learning for Medical Hyperspectral Image Segmentation

Ji, Kailun

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation

Ji, Naye

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Ji, Shunan

• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection

Ji, Wei

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs
• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Ji, Wenxing

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Ji, Xiaoxuan

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Ji, Yulong

• Physio-Anatomical Prior-Guided Probabilistic Field Learning for Ultrasound-Based Neuro-Fascial Interface Landmark Localization

Ji, Yuxuan

• IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4

Ji, Yuyang

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Ji, Zexin

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Ji, Ziao

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Jia, Dengqiang

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis
• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging

Jia, Fenglin

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Jia, Fucang

• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models

Jia, Gangyong

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Jia, Huixun

• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Jia, Junhao

• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Jia, Qi

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning
• H2M-Net: Hierarchical Hyperbolic Memory Network for Pathological Report Generation

Jia, Qiwei

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Jia, Sen

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Jia, Tongyu

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Jia, Xibin

• Artifact-aware Prompt Learning for Domain Generalization

Jia, Xinyu

• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Jia, Yifan

• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Jiang, Aiwen

• Adaptive Frequency-Guided Parallel Mamba Network for Polyp Segmentation

Jiang, Bin

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Jiang, Caiwen

• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration

Jiang, Chen

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Jiang, Chenghui

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Jiang, Chloe Meng

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Jiang, Chunbo

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Jiang, Dengrong

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI

Jiang, Feng

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Jiang, Fengyi

• Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Jiang, Haifeng

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Jiang, Haojun

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Jiang, Haoning

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Jiang, Haotian

• CerviThink: A Reinforced Visual Reasoning Framework for Cervical Cancer Cell Classification

Jiang, Hongxu

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Jiang, Huaizu

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Jiang, Jiahong

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Jiang, Jiahui

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Jiang, Jian

• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement

Jiang, Jinrong

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Jiang, Jue

• Spatiotemporal Modeling of Tumor Dynamics via Optimal Transport for Enhanced Longitudinal Analysis

Jiang, Junfeng

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Jiang, Landu

• ARCH-Net: Aligned 3D Teeth Reconstruction via Counterfactual-Enhanced Hierarchical Framework

Jiang, Liuyun

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Jiang, Peilin

• VM-NeXT UNet: Synergizing ConvNeXT and Visual Mamba for Robust Medical Image Segmentation

Jiang, Peiyuan

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation

Jiang, Ruizhou

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Jiang, Shouyong

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Jiang, Shuo

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Jiang, Songtao

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Jiang, Tianzi

• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising
• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Jiang, Weili

• Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation

Jiang, Wenhan

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency

Jiang, Wenjing

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Jiang, Xiaoqian

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• Displacement Preserving Relational Distillation for Robust Medical Segmentation
• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Jiang, Xiaoyi

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Jiang, Xinjie

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Jiang, Xue

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Jiang, Yanfeng

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Jiang, Yiwen

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Jiang, Yizhang

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Jiang, Yufeng

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Jiang, Zheheng

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation

Jiang, Zhongliang

• Robotic Ultrasound Makes CBCT Alive
• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning

Jiang, Zhuoxin

• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis

Jiang, Zihang

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Jiao, Jianbo

• Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video

Jiao, Qingyue

• Hierarchical Memory for Radiology Report Generation with Rich Context

Jiao, Xiangmin

• Large-Scale Distributed GPU-Accelerated Respiratory Motion-Resolved Reconstruction of 3D Non-cartesian mGRE MRI

Jiao, Yiping

• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Jiao, Zhicheng

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Jin, Chen

• MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

Jin, Fu

• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays

Jin, Gaojie

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Jin, Kyong Hwan

• Improved Vascular Segmentation via Binary Flow Matching with Straight-Path Regularization

Jin, Lin

• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Jin, Lingbo

• Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Jin, Mike

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Jin, MinJu

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Jin, Pengfei

• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Jin, Qiangguo

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics
• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Jin, Ruinan

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning
• DUCX: Decomposing Unfairness in Tool-Using Chest X-Ray Agents

Jin, Shaocheng

• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation

Jin, Xiaoxian

• Dual-Stage Course-to-Fine Tooth Alignment Framework with Decoupled Position, Orientation and Shape Features

Jin, Xin

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Jin, Xinran

• MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
• FairPneum: Improving Fairness in Pneumonia Diagnosis and Lesion Segmentation

Jin, Yabin

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Jin, Yanrui

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin

Jin, Yaochu

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Jin, Yueming

• Physics-Driven Cold Diffusion with Severity-Aware Sampling and Adaptive Degradation Estimation for MRI Motion Artifact Removal
• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation
• Enhancing Pathological VLMs with Cross-scale Reasoning
• DeGenseGS: Geometrically and Semantically Decoupled Surgical Scene Understanding in 4D Gaussian Splatting
• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection

Jin, Yufei

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Jing, Chenyan

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Jing, Peiyuan

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Jing, Shuang

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Jing, Xia

• Interpretable Structure-Function Coupling via State-Space Models for Brain Connectome Analysis

Jitwatcharakomol, Tanun

• RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

Jo, Eunjung

• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Jo, Sanghyun

• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Jo, SeungKwan

• Tooth Alignment via Virtual Trajectories with Clinical Constraints
• Robust Tooth Segmentation Under Orthodontic CBCT: A Metal Artifact-Aware Approach
• Keypoint Correspondence Learning for CBCT–IOS Registration

Jo, Yong-Yeon

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Jo, Yongwon

• Confidence-Aware Supervision for Robust Multi-task Embryo Grading

Jobson, Katie R.

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Jogan, Matjaž

• DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction

Joh, Hyon Keun

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Johnson, Akwele

• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation

Johnson, Charlie

• Counterfactual Stress-Testing for Fixing Lung Cancer Segmentation Models

Johnson, David

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Johnson, Pamela

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Jones, Dominic

• Bayesian Temporal Pose Networks for Uncertainty-Calibrated Laparoscopic Tool Pose Tracking

Jones, Mark

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Jongpradubgiat, Piyawadee

• RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

Joo, Mingyu

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning
• SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction

Joskowicz, Leo

• Hierarchical Cautious Optimization for Semi-supervised Medical Image Segmentation

Jovišić, Nikola

• MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

Jreige, Mario

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Ju, Dayun

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Ju, Lie

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery
• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Ju, Xiaodong

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Ju, Xinwei

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Ju, Yakun

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Jug, Florian

• MamaDino: Mammography-Aware Multi-view Attentional DINO for 3-Year Breast Cancer Risk Prediction

Jun, Jiho

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Jung, Cheolkyu

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Jung, Guil

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Jung, Hyo-Jung

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Jung, Junah

• AMFG: Anatomy-Grounded Multi-finding Guidance for Training-Free Chest X-Ray Generation

Jung, Kyeong Joo

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Jung, Seungwoo

• Inversion from ECG Foundation Model

Jung, Sunyoung

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Jung, Yoonsung

• Ordinal Priors for Colonoscopy Temporal Segmentation

Jurkojć, Jacek

• Joint-Level Motor Imagery Decoding in fNIRS via a Unified Pairwise Machine Learning Framework

Jutzeler, Catherine R.

• Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Jürgensen, Benjamin Jønch

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

K. V., Venkatanathan

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Kaaniche, Mounir

• Mamba Based Anisotropic Diffusion Model for Speckle Noise Reduction in Ultrasound Images
• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Kaczmarek, Gabriela

• SlideGuard: WSI Artifact Detection Benchmark

Kadkhodamohammadi, Abdolrahim

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment

Kafali, Sevgi Gokce

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Kagathara, Vaibhav

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG

Kahl, Fredrik

• RefTr: Recurrent Refinement of Confluent Trajectories for 3D Tubular Tree Centerlines

Kahl, Kim-Celine

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

Kainz, Bernhard

• Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
• The Learnability Gap in Medical Latent Diffusion
• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency
• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data
• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models
• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Kalkhof, John

• STAMP: Subtype-Aware Spatio-Temporal Atlases for Personalized Prediction of Longitudinal Alzheimer’s Disease Progression

Kalliatakis, Grigorios

• SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology

Kalra, Mannudeep K.

• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Kam, Tae-Eui

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation
• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Kamani, Christel H.

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Kamel, Ihab

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Kamen, Ali

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Kampffmeyer, Michael

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• From Exams to Trajectories: Neural Controlled Differential Equations for Longitudinal Mammography Vision-Language Pretraining

Kanai, Sotaro

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Kanan, Christopher

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Kang, Bin

• DeGenseGS: Geometrically and Semantically Decoupled Surgical Scene Understanding in 4D Gaussian Splatting

Kang, Bogyeong

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation
• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Kang, Byungkon

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Kang, Dong-Ho

• Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement

Kang, Donghoon

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Kang, Hao

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

Kang, Jaewoo

• Marginal Constrained Morphological Prototype Learning for Patch Search in Whole Slide Images

Kang, Jiyeon

• Confidence-Aware Supervision for Robust Multi-task Embryo Grading

Kang, Luoyao

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Kang, Myeongkyun

• LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-Ray

Kang, Qingbo

• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis
• Conditional Diffusion Prompting for Ambiguous Medical Image Segmentation

Kang, Seo Young

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Kang, Xingjian

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Kao, Tzu-Jen

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Kapp, Christopher

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Kapur, Tina

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Kapuria, Siddhartha

• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Karimijafarbigloo, Sanaz

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Karimireddy, Sai Praneeth

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Kashyap, Vikram S.

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Kasivisvanathan, Veeru

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Kataria, Tushar

• MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs

Katzmann, Alexander

• Reducing Expert Annotation Effort for CTA Vessel Delineation with Synthetic Pretraining

Kaufmann, Martin

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Kaur, Maninder

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images

Kazemi Esfeh, Mohammad Mahdi

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography

Kazerouni, Amirhossein

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Kazmina, Anastasiia

• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification

Ke, Xiao

• R-MSA: Rhythm-Conditioned Surgical Video Skill Assessment via Morphology Synchronization and Uncertainty Calibration

Keane, Pearse A.

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Kee, Chea-su

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Kee, Youngwook

• Large-Scale Distributed GPU-Accelerated Respiratory Motion-Resolved Reconstruction of 3D Non-cartesian mGRE MRI

Kehrer, Jan

• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Keicher, Matthias

• Calibrated Confidence Expression for Radiology Report Generation

Kemppainen, Antti

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Kersten-Oertel, Marta

• Research Design Considerations for Empirical User Studies in MICCAI
• Device-Constrained Real-Time EVD Catheter Segmentation

Kesten, Jamie

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Keuper, Margret

• Faithful, Interpretable Chest X-ray Diagnosis with Artifact-Free B-cos Networks

Khadem, Mohsen

• FDRAS: Failure Diagnosis and Repair for Airway Segmentation

Khaertdinova, Leila

• Predicting Radiologist Expertise from 3D Gaze Patterns During CT Interpretation

Khajegili Mirabadi, Ali

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Khalili, Nadieh

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Khan, Fahad Shahbaz

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Khan, Izhar Dad

• GTRE: A Physiological-Semantic Foundation Model for Generalizable EEG Analysis via Preference-Guided Alignment

Khan, Muhammad Haris

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage

Khan, Salman

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Khan, Salman Siddique

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores

Khan, Shadab

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs

Khan, Ufaq

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage

Khandelwal, Pulkit

• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Khawaja, Jayan

• Hierarchical Cautious Optimization for Semi-supervised Medical Image Segmentation

Kheir, John

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Kheirkhah, Alireza

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning

Khlaut, Julien

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Khodakarami, Zahra

• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Khodashenas, Hamidreza

• Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

Khole, Prathamesh Pradeep

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Kholmovski, Eugene

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Khor, Hee Guan

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks
• RaD-Seg: Region-Aware Disentangled Learning for Plan-Guided Longitudinal Tumor Segmentation in Head-and-Neck Adaptive Radiotherapy
• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Ki, Do Hyun

• DosePlug: Observation-Driven Dose Modeling for Robust Low-Dose Reconstruction and Segmentation

Kikuchi, Tomohiro

• TotalFM: An Organ-Separated 3D-CT Foundation Model Leveraging Large-Scale Routine Clinical Radiology Data

Killeen, Benjamin D.

• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations
• Non-intrusive Body Composition Assessment from Full-Body mmWave Scans

Kim, Banseok

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning

Kim, Boah

• ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

Kim, Bumsoo

• Marginal Constrained Morphological Prototype Learning for Patch Search in Whole Slide Images

Kim, Byeong Gwan

• Ordinal Priors for Colonoscopy Temporal Segmentation

Kim, Byung-Hoon

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Kim, Chanyoung

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Kim, Da-Hee

• HiProS: A Hierarchical Prompt Selection for Stage-wise Vision–Language Alignment in Medical Image Segmentation

Kim, Dabin

• MEASURE: Multi-Task Slice Selection and Regression for Neonatal Brain Biometry

Kim, Daehwan

• When, Where, and How: Adaptive Binning for Tabular Self-supervised Learning

Kim, Daekyung

• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation

Kim, Daeseung

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Kim, Diane

• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression

Kim, DoYeon

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Kim, Dong Yeong

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Kim, Dong-Hyun

• Coarse-to-Fine Meta-Reweighting with Dynamic Retrieval for Adult-to-Pediatric Domain Adaptation in Tumor Segmentation

Kim, Dongbin

• Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Kim, Donghoon

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Kim, Doyun

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Kim, Emil

• MARBLE: Lightweight EEG-to-fMRI Translation via Mamba-Attention and ROI-Conditioned Decoding

Kim, Eue Young

• Ordinal Priors for Colonoscopy Temporal Segmentation

Kim, Eunsu

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Kim, Gangsu

• LaGuadia: Language-Guided Adaptive Distillation from Pathology Foundation Models

Kim, GyuBin

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Kim, Hannah

• CalcSeg: Confidence-aware 3D Latent Context Curriculum Learning For Myocardial Scar Segmentation From Single-Stack LGE-CMRs

Kim, Heejong

• Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations

Kim, Ho Heon

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Kim, Hyeon Chang

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Kim, Hyeongsub

• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Kim, Hyung Min

• Confidence-Aware Supervision for Robust Multi-task Embryo Grading

Kim, Hyunjae

• Marginal Constrained Morphological Prototype Learning for Patch Search in Whole Slide Images

Kim, Hyunji

• Missing Modality-Aware Calibration for Trustworthy Brain Tumor Segmentation

Kim, Jahae

• Learning from Good Neighbors: Slice-wise Quality-aware CT-to-Diffusion MRI Synthesis

Kim, Jeongin

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Kim, Ji Hoi

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Kim, Jin Sung

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Kim, Jinman

• CARformer: Class-Aware Representation Learning for Small-Cohort, Imbalanced Psychiatric Disorder Classification in Brain MRI

Kim, Jinyeong

• Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

Kim, Jisoo

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Kim, Jonghun

• Estimated Age-Guided Cerebral Microbleed Segmentation

Kim, Jonghyun

• MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Kim, Joohyeok

• Contrastive and Adaptive Multi-modal Masked Autoencoder for Spatial Transcriptomics

Kim, Juhyeon

• SAM-Cluster and SAM-LP: Structure-Aware Evaluation Metrics for Selecting WSI Feature Extractors Without MIL Training

Kim, Jun-Min

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva

Kim, Jun-Young

• Uncertainty-Aware Bayesian Prompt Adaptation for Robust Cross-Modality Medical Segmentation

Kim, Jung Soo

• Decoupled Ordinal Refinement with Geometric Alignment for Chest X-ray Severity Scoring

Kim, Ka Young

• TopoOR: A Unified Topological Scene Representation for the Operating Room

Kim, Kangmin

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning

Kim, Kiyoung

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting

Kim, Kwanchang

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Kim, Kwangsoo

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Kim, Kyeong Ho

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Kim, Kyungeun

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Kim, Kyungsu

• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Kim, Kyuri

• PiMoE: Physics-Informed Mixture-of-Experts for Accelerated MRI Reconstruction

Kim, Kyuyoung

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Kim, Mansu

• ConnecToMind2: Inter-Subject fMRI Decoding via Whole-Brain Connectome-Guided Alignment

Kim, Mi Kyung

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Kim, MinWoo

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Kim, Minah

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning

Kim, Minchul

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Kim, Minjun

• Clinically-Grounded Hierarchical Classification for Consistent Chest X-ray Interpretation

Kim, Myeong-Gee

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Kim, Myeongseop

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Kim, Nalee

• ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

Kim, Narim

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Kim, Sang-Wook

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Kim, Sang-Yun

• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Kim, Sang-yun

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers

Kim, Seh Hyun

• MEASURE: Multi-Task Slice Selection and Regression for Neonatal Brain Biometry

Kim, Sehoon

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Kim, Seong Tae

• Research Design Considerations for Empirical User Studies in MICCAI

Kim, Seong-Hyun

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Kim, Seunghoi

• MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

Kim, Sewoong

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Kim, Sihyun

• Ordinal Priors for Colonoscopy Temporal Segmentation
• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Kim, So Hyun

• Tooth Alignment via Virtual Trajectories with Clinical Constraints
• Robust Tooth Segmentation Under Orthodontic CBCT: A Metal Artifact-Aware Approach

Kim, Sohee

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Kim, Songsoo

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation

Kim, Soo-Hyung

• VCDA-Net: Graph-Guided Voxel-Cluster Density Attention for Global-Regional Brain Age Gap Estimation

Kim, Sooha

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Kim, Soomin

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Kim, Soopil

• Subject- and Task-Aware EEG Foundation Model
• Retrieval-Guided Semi-supervised Federated Learning for Medical Image Segmentation
• Rethinking RAG: Mitigating Text-Driven Hallucinations via Feature-Level Retrieval Integration in Medical LVLMs
• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation
• Gene-Selective Morphological Conditioning with Heteroscedastic Flow Matching for Spatial Transcriptomics

Kim, Su Hwan

• Calibrated Confidence Expression for Radiology Report Generation

Kim, Sujeong

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Kim, Sung Eun

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Kim, Tae Hun

• When Does Uncertainty Become Meaningful in Medical Vision-Language Models? Alignment Enables Disease-wise Uncertainty and Risk-Aware Prediction

Kim, Taehyeon

• Estimated Age-Guided Cerebral Microbleed Segmentation

Kim, Taehyo

• Self-supervised Learning on Lingual Ultrasound Video Encodes Clinically Meaningful Articulatory Structure of Rhotic Production in Residual Speech Sound Disorder

Kim, Taek Min

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Kim, Ui Jong

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Kim, Won Hwa

• SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes
• SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction
• Spectral-Temporal State Space Modeling on Functional Brain Networks
• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation
• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy
• Learning Robust Medical Image Segmentation Under Mixed-Quality Annotations
• ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Kim, Yeonwoo

• ConnecToMind2: Inter-Subject fMRI Decoding via Whole-Brain Connectome-Guided Alignment

Kim, Yongjun

• Improved Vascular Segmentation via Binary Flow Matching with Straight-Path Regularization

Kim, Yoon Jo

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Kim, Yoora

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Kim, Young-Gon

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Kim, Young-Min

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Kim, Youngwoo

• Radiogenomics-Driven Hierarchical Multimodal Stacking for Non-invasive Triage of High-Risk PKD1-Truncating Genotypes in ADPKD

Kim, Yu-Mi

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Kim, Yujoong

• Rethinking RAG: Mitigating Text-Driven Hallucinations via Feature-Level Retrieval Integration in Medical LVLMs

Kim, Yuyeon

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning

Kimbowa, Alvin

• XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Kindratenko, Volodymyr

• Seamless Whole Slide Label-Free Virtual Staining

Kinnaird, Adam

• Compass: Prostate Cancer Detection Needs Multi-view Context

Kirchhoff, Yannick

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
• Feature Space Guidance for Breast Cancer Classification in DCE-MRI
• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Kirscher, Tristan

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

Kirschke, Jan S.

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Kitamura, Yoshiro

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Klambauer, Günter

• Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation

Kleesiek, Jens

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation
• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Klein, Ran

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Kleinmann, Marcel

• Faithful, Interpretable Chest X-ray Diagnosis with Artifact-Free B-cos Networks

Knudsen, Beatrice

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Ko, Seonghyeon

• Collaborative Multiscale Representation Learning for AMD Detection

Ko, Sung-Jea

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification
• Decouple and Reason: Anatomically Guided Two-Stage Grounding of Lung Lesions in 3D Chest CT from Free-Text Reports

Ko, Uni

• Frequency-Aware Post-Training Quantization for Medical Image Denoising

Kobayashi, Kazuma

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Kochat, Veena

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Koh, Angela S.

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Koh, Sang Baek

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Koike, Tatsuki

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Koleilat, Taha

• Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning

Koliousis, Alexandros

• DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification

Konduri, Praneeta R.

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields
• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Kong, Adams Wai-Kin

• PC-VLG: Position-Correlated Vision–Language Graph Alignment for Semi-supervised Medical Image Segmentation

Kong, Ming

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Kong, Yan

• Structural-Semantic Aware Information Reduction for Asymmetric EEG-Visual Alignment
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis

Kong, Youyong

• Patient-Conditioned Vision–Language Priors with Stable Mixture-of-Experts for Label-Efficient Alzheimer’s MRI Staging

Konno, Tsubasa

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Konukoglu, Ender

• Trustworthy Endoscopic Super-Resolution

Konz, Nicholas

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Korgaonkar, Mayuresh S.

• CARformer: Class-Aware Representation Learning for Small-Cohort, Imbalanced Psychiatric Disorder Classification in Brain MRI

Kori, Avinash

• Unified Multimodal Model for Brain MRI Imputation and Understanding

Koshimoto, Yota

• Toward Markerless Video-Based Tremor Analysis: Objective Quantification of Pathological Tremor in Mouse Preclinical Models

Kotter, Elmar

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Kovacs, Balint

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation

Kraus, Martin

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Krawczyk, Adam

• SlideGuard: WSI Artifact Detection Benchmark

Krawczyk-Borysiak, Zuzanna

• SlideGuard: WSI Artifact Detection Benchmark

Kreimeier, Julian

• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

Krishnan, Aravind R.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Krishnaswamy, Deepa

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Kröninger, Kevin

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Kuang, Chen

• DeNuC: Decoupling Nuclei Detection and Classification in Histopathology

Kuang, Hulin

• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Kuang, Junchang

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation

Kuang, Tianshu

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Kuchcinski, Grégory

• Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization

Kudo, Akira

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Kuhl, Christiane

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models

Kuhlmann, Levin

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Kui, Xiaoyan

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Kuipers, Thijs P.

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields

Kumar, Amit

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images

Kumar, Harsh

• FedProIn: Mitigating Client Drift for Learnable Prototypes in Federated Medical Imaging

Kumar, Harshit

• On the Behavior of Calibration Error Under Rater Disagreement

Kumar, Praveen

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Kumar, Sandeep

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG
• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Kumari, Pratibha

• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Kumari, Sneha

• Oculo: A Multilabel Dataset for the Identification of Ocular Abnormalities from Ultrasound Images

Kummari, Naveen Kumar

• PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization

Kuo, Po-Chih

• Reference-Guided Gradient Balancing Loss for Long-Tailed Multi-label Medical Image Classification

Kuppani, Chidwipak

• Right Answer, Wrong Evidence: Revealing Visual Confabulation in Multi-Image Medical VLMs with the Evidence Attribution Score

Kurian, Nikhil Cherian

• Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation

Kurmi, Vinod

• ReLiF-3D: Prior-Guided Semi-supervised 3D MRI Segmentation via Robust Bias-Consistent Paired Views

Kurugol, Sila

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Kwak, Jin Tae

• COAST: Context-Aware Differential Learning for Gene Expression Prediction in Spatial Transcriptomics

Kwak, Sunwoo

• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning

Kwan, Eugene

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Kwan, Leong Chit Jeff

• Self-supervised Spline Autoencoder for Smooth Latent Dynamics in Echocardiography

Kwan, Patrick

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Kwark, Dou Hoon

• Seamless Whole Slide Label-Free Virtual Staining

Kwon, Hyuk-Sool

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Kwon, Jong

• Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video

Kwon, Junmo

• Estimated Age-Guided Cerebral Microbleed Segmentation

Kwon, Junmyung

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Kwon, Minkyeong

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Kwon, Sunyoung

• Cross-Modal Concept Transfer: From ECG Signals to Images for Explainable Disease Prediction

Kwong, Lawrence

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Kyriazis, Efstathios

• SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology

Küsters-Vandevelde, Heidi

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Küstner, Thomas

• Multimodal Contrastive Regression for Organ-Resolved Biological Age Prediction

Lachi, Veronica

• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Lai, Haoran

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Lai, Jianyu

• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement

Lai, Peichao

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Lai, Runhe

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Lai, Songning

• SANT-CBM: Structurally-Aware and Noise-Tolerant Semi-supervised Concept Bottleneck Models

Lakshmanan, Manojkumar

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty
• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty
• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Lall, Brejesh

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Lam, Chan-Tong

• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Lam, Chi Kin

• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis

Lam, Kwan Tung

• EndoX: A GPU-Accelerated Endoscopic Perception Simulation Framework

Lam, Simon Cheung-Chi

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency

Lam, Stephen

• Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis

Lamdouar, Hala

• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance

Lampert, Thomas

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Lan, Guipeng

• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Lan, Hengrong

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction
• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection
• Cross-channel Consistent Mamba for Extreme Limited-View Photoacoustic Tomography Reconstruction

Lan, Jing

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Lan, Lizhen

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Lan, Qizhen

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• Displacement Preserving Relational Distillation for Robust Medical Segmentation
• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Lan, Rushi

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation
• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Lan, Shaokun

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Lander, Jayne

• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance

Landman, Bennett A.

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Lange, Annalena

• Text Guidance and Distance Gating Improve Detection and Segmentation of Focal Cortical Dysplasia

Langenberg, Moritz

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI

Langlotz, Curtis P.

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• CheXanatomy: Anatomy–Aware Vision–Language Modeling for Chest Radiographs

Langs, Georg

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Lansberg, Maarten

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Lao, Qicheng

• Learnable In-Context Templates for Medical Image Segmentation via In-Context Learning
• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis
• Conditional Diffusion Prompting for Ambiguous Medical Image Segmentation

Lapaeva, Mariia

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Laracca, Giovanni Guglielmo

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Lashen, Hazem

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Lashgari, Mojtaba

• Multi-stage NeRF for Efficient 3D Coronary Artery Reconstruction from Two Narrow-Angle Angiographic Projections

Lasserre, Patricia

• When Views Disagree: Conflict-Aware Evidential Inference for Multi-view Mammography

Laurent-Bellue, Astrid

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Lavrova, Elizaveta

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

Law, Meng

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Layachi, Mohamed Amine

• Exploiting Interior Geometry for Intracranial Aneurysm Detection and Segmentation on 3D Point Clouds via GNNs

Lazarus, Carole

• UniCT: A Unified Joint Multi-Task Framework for 3D Chest CT Abnormality Analysis

Le Folgoc, Loïc

• Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging Applications
• Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

Le, Duc-Tai

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting
• Collaborative Multiscale Representation Learning for AMD Detection

Le, Ngan

• PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

Leal, Santiago

• Spatially-Aware Graph Geometric Representation for Lung Nodules Detection

Ledesma-Carbayo, María J.

• Self-supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

Ledig, Christian

• MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

Lee, Bumshik

• SymmDiff: Symmetry-Guided Diffusion for Fracture Localization in Pelvic Radiographs

Lee, Chan

• Cross-Modal Concept Transfer: From ECG Signals to Images for Explainable Disease Prediction

Lee, Chena

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Lee, Dahye

• Hierarchical Region-Aware Multi-Granularity Mamba for White Matter Lesion Segmentation

Lee, Dahyoun

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Lee, Dong-Gyu

• HiProS: A Hierarchical Prompt Selection for Stage-wise Vision–Language Alignment in Medical Image Segmentation

Lee, DongEon

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Lee, Dongheon

• Ordinal Priors for Colonoscopy Temporal Segmentation
• AMFG: Anatomy-Grounded Multi-finding Guidance for Training-Free Chest X-Ray Generation

Lee, Donghun

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Lee, Dongmin

• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation

Lee, Edward B.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Lee, Garam

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Lee, Hoileong

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Lee, Hoseok

• Spectral-Temporal State Space Modeling on Functional Brain Networks
• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation

Lee, Hye Lim

• Data-Driven Optimization of Prostate Sectorization from MRI

Lee, Hyeonjik

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Lee, Hyeseong

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Lee, Hyewon

• Cross-Modal Concept Transfer: From ECG Signals to Images for Explainable Disease Prediction

Lee, Hyeyun

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Lee, Hyun Gyu

• When Does Uncertainty Become Meaningful in Medical Vision-Language Models? Alignment Enables Disease-wise Uncertainty and Risk-Aware Prediction
• Decoupled Ordinal Refinement with Geometric Alignment for Chest X-ray Severity Scoring

Lee, Hyun Jung

• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Lee, Hyung-Chul

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Lee, In Kyu

• Anatomy-Grounded Synthetic Coronary Angiography for Geometry-Informed Multi-view Matching

Lee, Jaeho

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Lee, Jaejin

• SurgMark: Structure-Aware Watermarking for 4D Gaussian Splatting in Surgical Scenes
• Learning Robust Medical Image Segmentation Under Mixed-Quality Annotations

Lee, Jaewook

• Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Lee, Jiwook

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Lee, Jiyang

• MEASURE: Multi-Task Slice Selection and Regression for Neonatal Brain Biometry

Lee, Jong-Min

• MEASURE: Multi-Task Slice Selection and Regression for Neonatal Brain Biometry
• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Lee, Jonghun

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Lee, Jongmin

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Lee, JunGyu

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Lee, Jungwook

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Lee, Junhyeok

• Text-Deficient Multimodal Stroke Segmentation with Lesion-Grounded Self-Retrieval-Augmented Generation
• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation
• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Lee, Junseok

• Inversion from ECG Foundation Model

Lee, KinHei

• Unleashing Video Language Models for Fine-grained HRCT Report Generation

Lee, KyoungJoon

• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation

Lee, Kyungsu

• Uncertainty-Aware Bayesian Prompt Adaptation for Robust Cross-Modality Medical Segmentation
• Dynamic Sub-domain Modeling for Robust Medical Image Segmentation

Lee, Lucy

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Lee, Minhee

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Lee, Minhyeong

• GeneRAG: A Retrieval-Augmented Framework for Spatially Resolved Gene Expression Prediction

Lee, Minsoo

• MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Lee, Moon Hwan

• mSpecFusion-Net: Intelligent Multimodal Smartphone Imaging for Mobile Differential Diagnosis of Psoriasis and Dermatitis and Deep Learning

Lee, Myungeun

• VCDA-Net: Graph-Guided Voxel-Cluster Density Attention for Global-Regional Brain Age Gap Estimation

Lee, Rena

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Lee, Richard

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Lee, Ryangjin

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Lee, San

• ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

Lee, Sang-Jeong

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva

Lee, Sangyoon

• Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy

Lee, Seung Mi

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Lee, Seungjoo

• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation
• Learning Robust Medical Image Segmentation Under Mixed-Quality Annotations

Lee, Seungyeon

• HiProS: A Hierarchical Prompt Selection for Stage-wise Vision–Language Alignment in Medical Image Segmentation

Lee, Si Yong

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Lee, SiYeoul

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Lee, Sol

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• Missing Modality-Aware Calibration for Trustworthy Brain Tumor Segmentation

Lee, Sung Hak

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images

Lee, Tae Kwan

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Lee, Taeyeon

• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Lee, Yeong Jong

• DosePlug: Observation-Driven Dose Modeling for Robust Low-Dose Reconstruction and Segmentation

Lee, Yi-Chen

• HemoPIC: A Physics-Informed Cerebral Hemodynamics Digital Twin for Brain Perfusion

Lee, Youkyoung

• Image-mediated fMRI-to-caption generation with visual pathway tokens and hyperbolic alignment

Lee, Youngsuk

• Patch-to-Global: Random Patch Diffusion for Globally Consistent Megapixel Artifact Inpainting in Whole Slide Images
• Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement

Lee, Yumi

• Frequency-Aware Post-Training Quantization for Medical Image Denoising

Leeb, David

• EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model

Leem, Seowung

• REVEAL++: Differentiable Phenotypic Grouping for Vision–Language Retinal Modeling of Alzheimer’s Disease Risk

Lehman, Julia F.

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Lei, Baiying

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Lei, Bingchao

• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Lei, Cheng

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Lei, Dapeng

• Physiology-Aligned Hierarchical Network for Heart Murmur Detection

Lei, Qi

• APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation

Lei, Yiming

• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Leimgruber, Antoine

• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising

Lekadir, Karim

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Lekar, Roni

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Leng, Shaoyi

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates

Leng, Shuang

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Leng, Yilin

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Lenga, Matthias

• Revisiting Integration of Image and Metadata for DICOM Series Classification: Cross-Attention and Dictionary Learning

Lensch, Hendrik P. A.

• ReMeDI: Refined Memory for Disambiguation of Identities with SAM3 in Surgical Segmentation

Leslie, William D.

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Leung, Howard

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Levorse, Lisa M.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Lewin, John

• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

Lewis, Abigail

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Lewis, Joshua R.

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Li, Anwei

• PhyRadGS: Physics-Aware Radiative Gaussian Splatting for Fly-Scanning CBCT Reconstruction

Li, Bin

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Li, Binghua

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Li, Bingyan

• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Li, Bochong

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Li, Chao

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Li, Chaozhuo

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Li, Chen

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification
• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Li, Cheng

• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Li, Chengyang

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Li, Chentao

• Prototype Instance-Semantic Disentanglement with Low-Rank Regularized Subspace Clustering for WSIs Explainable Recognition
• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation

Li, Chenxi

• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Li, Chenxiao

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding

Li, Chuanpu

• Physics-Driven Cold Diffusion with Severity-Aware Sampling and Adaptive Degradation Estimation for MRI Motion Artifact Removal

Li, Chunzhong

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Li, Debiao

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training
• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Li, Dexuan

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Li, Eunis

• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Li, Fan

• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Li, Fanding

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Li, Fei

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Li, Feng

• Robotic Ultrasound Makes CBCT Alive
• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning

Li, Fulin

• RAM-Missing: Retrieval-Augmented Missing-Aware Fusion for Robust Lung Cancer Subtyping
• Di-PACT: Discrete Prognosis via Aligned Co-Topology of Pathways and Tumor Microenvironment

Li, Gang

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Li, Ge

• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs

Li, Guanbin

• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Li, Guangming

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation
• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Li, Guangyuan

• PlaneCycle: Training-Free 2D-to-3D Lifting of Foundation Models Without Adapters

Li, Guiyu

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation

Li, Guocong

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Li, Guoliang

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Li, Haiming

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Li, Haiqing

• Joint Segmentation and Graph-Based Skeletal Representation Learning with Geometric Priors

Li, Haisheng

• Learning Diverse and Realistic Polyp Data via Style-Fused Diffusion Models

Li, Haitao

• SeedPro: Place Brachytherapy Seeds Like Expert Clinicians via Hierarchical Reinforcement Agents

Li, Haiyang

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

Li, Han

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Li, Hang

• Semantic-Consistent Dual-Image Vision-Language Alignment via Modality Routing for 3D PET/CT

Li, Hao

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives
• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis
• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation
• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Li, Haojie

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Li, Haojin

• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Li, Haolin

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Li, Haoqing

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Li, Haoran

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training

Li, Haoshen

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Li, Haowei

• PANet: Probability-Anchored Network for Ultrasound Bone Segmentation

Li, Haoxiang

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Li, Haoyue

• MedRAG-SCA: A Retrieval-Augmented Self-correcting Agent for Clinically Compliant Cross-Modality MRI Synthesis
• FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation

Li, He

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Li, Heng

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning
• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Li, Hong-Dong

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI

Li, Hongming

• Interpretable Local-to-Global Estimation of Brain Aging Speed From Morphological Changes Using Longitudinal Structural MRI Data
• Discovering Heterogeneous Neurodegenerative Disease Patterns From MRI Data for Improved Prediction

Li, Hongshuo

• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation

Li, Hongyu

• GFR-MIL: Glance–Focus–Reflect Based Multiple Instance Learning for Multi-Scale Whole Slide Image Analysis
• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Li, Hui

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Li, Huiyu

• High-Capacity Robust Medical Image Exfiltration via Neural Network Weight Replacement

Li, Jialin

• VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography

Li, Jialu

• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning
• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Li, Jiaming

• EvoMed: Self-Evolving Medical VLM via Training-free Continued Learning
• Diagnosing 3D Volumes from Camera Video: A Semantic-Robust Framework Without Direct DICOM Access

Li, Jianqi

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Li, Jianyu

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Li, Jiapeng

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Li, Jiaqiang

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Li, Jiarui

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Li, Jiaying

• MAGEFormer: Learning Metric-Consistent Representations for Anisotropic CT Segmentation

Li, Jichun

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Li, Jincheng

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation
• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection
• Cross-channel Consistent Mamba for Extreme Limited-View Photoacoustic Tomography Reconstruction

Li, Jing

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Injecting a Low-Rank Background Prior: A Plugin for Medical Image Segmentation

Li, Jing-Rebecca

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Li, Jingjing

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs
• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Li, Jinke

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Li, Jintao

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging
• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction

Li, Jinxing

• RAM-Missing: Retrieval-Augmented Missing-Aware Fusion for Robust Lung Cancer Subtyping

Li, Jinyang

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Li, Jinyue

• Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation

Li, Jinze

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology

Li, Jun

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology

Li, Junjian

• Cross-Cancer Expert-Routing Knowledge Transfer in Federated Prognosis Prediction
• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Li, Junran

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Li, Kaiheng

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Li, Kaiwen

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Li, Kang

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis

Li, Ke

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Li, Kehan

• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Li, Kenli

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis
• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Li, Krinos

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Li, Kuan

• Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning

Li, Kun

• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation

Li, Lanting

• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Li, Laquan

• Shape-Scale Aware Diffusion Models for Weakly Supervised Medical Image Anomaly Detection
• SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities

Li, Lei

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers
• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology
• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography
• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
• CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

Li, Lianghua

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation

Li, Lihua

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Li, Ling

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Li, Luhu

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Li, Meihua

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Li, Miao

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis
• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Li, Mingchao

• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Li, Mingzhu

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Li, Peng

• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification

Li, Qi

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

Li, Qiang

• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation
• Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA
• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection

Li, Qiankun

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence
• Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation

Li, Qiaoxin

• DD-INR: Dynamics-Driven Implicit Neural Representation for Accelerated Whole-Brain Functional MRI Reconstruction

Li, Qing

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Li, Qingbiao

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Li, Qinghua

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model

Li, Qingli

• Non-parametric Prototypes Enable Semantic Graph Learning for Whole-Slide Pathology
• Low-Rank Text-Guided Spectral Learning for Semi-supervised MHSI Segmentation
• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification
• Angular-Constrained Hyperbolic Learning for Hierarchical Multimodal Survival Prediction

Li, Qingqiu

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Li, Qinya

• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos

Li, Qiuyan

• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Li, Quanzheng

• Eigen-Directed Random Projection for Medical Image Class Incremental Learning

Li, Ruilin

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Li, Ruiyang

• SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
• LangOR: 3D Language Field Reconstruction for Operating Room

Li, Ruocheng

• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Li, Shangkun

• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
• ECFR: Entropy-Consistency Flow Rectification in Test-Time Adaptation for Medical Foundation Models

Li, Shengli

• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Li, Shirui

• H2M-Net: Hierarchical Hyperbolic Memory Network for Pathological Report Generation

Li, Shiwei

• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Li, Shiyu

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation
• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

Li, Shuaibo

• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development
• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration

Li, Shuangchen

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging

Li, Shumeng

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation
• BRAIN: Bi-directional Motion Reasoning with Dynamic Memory Pruning for Surgical Video Segmentation

Li, Shuo

• SurvTTA: Order-Aware Test-Time Adaptation for Heterogeneous Domain Shifts in Multi-modal Survival Analysis
• SCKAN: Structural Consensus-Based KAN Prototype Learning for Semi-supervised Pancreas Segmentation
• ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• GeoCAN: Nonlinear Causal-Geometric Learning for Echocardiography Quality Assessment
• DK-Net: Semi-supervised Wavelet-KAN Landmark Localization for Angle of Progression Measurement in Intrapartum Transperineal Ultrasound
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• CPS4: Class Prompt Driven Semi-supervised Spine Segmentation with Class-Specific Consistency Constraint

Li, Shuyu

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Li, Sijia

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings
• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning
• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Li, Sijing

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Li, Siyu

• PICA: Physics-Guided Implicit Neural Fields with Boundary Conditioning for Intracranial Aneurysm Hemodynamics

Li, Tao

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering

Li, Wei

• Proactive Domain Unification for Robust Echocardiography Segmentation
• LangOR: 3D Language Field Reconstruction for Operating Room
• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Li, Weiqi

• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

Li, Weisheng

• Shape-Scale Aware Diffusion Models for Weakly Supervised Medical Image Anomaly Detection
• SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities

Li, Wen

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain
• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

Li, Wenbin

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Li, Wenlin

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Li, Wenlong

• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation

Li, Wentao

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Li, Wenxuan

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Li, Wu

• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Li, Xiang

• Joint Multi-modal Learning for Susceptibility-Induced Distortion Correction in Diffusion MRI
• Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation

Li, Xiangyu

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms
• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-task Breast Cancer Analysis

Li, Xianrui

• Aligning Prototypes and Updating Null Spaces for Continual WSI Learning

Li, Xiao

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Li, Xiaohan

• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Li, Xiaohui

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation
• PhysOCT: Physics-Guided Retinal Modeling for OCT Image Synthesis

Li, Xiaojian

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Li, Xiaojuan

• Medical Image Spatial Grounding with Semantic Sampling

Li, Xiaoling

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Li, Xiaomeng

• RadHiera: Semantic Hierarchical Reinforcement Learning for Medical Report Generation
• CardiacPULSE: Frequency-Aware Self-supervised Cardiac Phase Detection in Echocardiography
• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Li, Xiaoxiao

• LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-Ray
• DUCX: Decomposing Unfairness in Tool-Using Chest X-Ray Agents

Li, Xiaoye

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling
• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

Li, Xiaoyi

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Li, Xieji

• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Li, Xigui

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Li, Xin

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization
• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI

Li, Xingyu

• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration

Li, Xinhong

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks

Li, Xinqi

• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Li, Xinran

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI

Li, Xinyu

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error
• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Li, Xiu

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Li, Xue

• Adaptive Frequency-Guided Parallel Mamba Network for Polyp Segmentation

Li, Xuesheng

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Li, Xueyang

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Li, Xuhui

• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Li, Yan

• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Li, Yangxi

• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Li, Yao

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI

Li, Yapeng

• Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Li, Yawei

• S-CEReBrO: Breaking the Memory Barrier in Continuous EEG Monitoring

Li, Yayuan

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Li, YiJie

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI

Li, Yidi

• Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

Li, Yihui

• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

Li, Yijin

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Li, Yingdian

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

Li, Yingtai

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Li, Yiping

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Li, Yiran

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders
• GeoCAN: Nonlinear Causal-Geometric Learning for Echocardiography Quality Assessment

Li, Yong

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation

Li, Yongcen

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Li, Yonghao

• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis

Li, Yonghui

• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Li, Yongming

• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation

Li, You

• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Li, Yu

• Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs

Li, Yuan

• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Li, Yueran

• Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping

Li, Yuexiang

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation
• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Li, Yueyuan

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Li, Yukun

• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Li, Yulong

• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Li, Yunhao

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency

Li, Yunpeng

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents
• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Li, Yutong

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer
• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Li, Yuxi

• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection

Li, Yuxin

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Li, Zefeng

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images
• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Li, Zeju

• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Li, Zhaofan

• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis

Li, Zhaohuan

• Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation

Li, Zhe

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Li, Zhen

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos
• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Li, Zheng

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Li, Zhenhao

• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Li, Zhenzhen

• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models

Li, Zhihao

• DeformTTA: Morphology-Aware Controllable Deformation for Test-Time Adaptation in Fetal Cardiac Ultrasound Image Segmentation

Li, Zhihong

• Boundary-Aware Multi-Granularity Learning for Depression Severity Estimation

Li, Zhong

• Efficient Flow Matching for Sparse-View CT Reconstruction

Li, Zhongyu

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Li, Zi

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

Li, Zihan

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression
• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis

Li, Zijun

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Li, Zirong

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Li, Ziyi

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Li, Ziyuan

• Robotic Ultrasound Makes CBCT Alive

Li, Zongxi

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Li, Zuoou

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Li, Zuoyong

• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection

Lian, Cheng

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation

Lian, Chenyu

• Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings

Lian, Chunfeng

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics
• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution
• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Lian, Sheng

• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Lian, Zifeng

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling
• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities

Liang, Bocheng

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Liang, Dan

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation
• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Liang, Dong

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia
• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Liang, Ganglin

• Kinetics-Informed Neural Representation for Dual-Tracer Dynamic PET Separation

Liang, Huanwen

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound
• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Liang, Jiahong

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Liang, Jianwen

• Learning Invariant Anatomical Representations from Multi-Sequence MRI for Brain Segmentation

Liang, Kongming

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Liang, Pengchen

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Liang, Shuyu

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation

Liang, Tong

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Liang, Wei

• Joint Imaging–ROI Representation Learning via Cross-View Contrastive Alignment for Brain Disorder Classification

Liang, Xiaokun

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Liang, Xinglong

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability
• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Liang, Yan

• Harmless Copyright Protection for CT Dataset

Liang, Yonggang

• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Liang, Yongjie

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation
• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Liang, Yu

• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis

Liang, Yuanhao

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Liang, Yuxuan

• LLM-Steered Clinical Knowledge Discovery for CVD Outcome Modeling

Liang, Zhenyang

• Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation

Liang, Zhichao

• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Liang, Zhiyuan

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Liao, Anxu

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding

Liao, Guiqiu

• DenseTRF: Texture-Aware Unsupervised Representation Adaptation for Surgical Scene Dense Prediction

Liao, Hongen

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks
• RaD-Seg: Region-Aware Disentangled Learning for Plan-Guided Longitudinal Tumor Segmentation in Head-and-Neck Adaptive Radiotherapy
• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation
• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs
• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias
• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Liao, Renjie

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography

Liao, Xiangyun

• Physics-Inspired Continuous Transformer for Fast QDSA Reconstruction
• Frequency-Aware Prototype Learning in VLM for Intracranial Aneurysm HR-VWI Segmentation

Liao, Yi

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Liao, Zehui

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering
• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates
• Mitigating Grade Boundary Conflicts for Disease Severity Grading with Ambiguous Labels

Liao, Zhangcheng

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Liao, Zhibin

• ACA: Post-hoc Adaptive Logit Alignment for 3D Medical Image Segmentation

Liao, Zhixuan

• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI

Licci, Maria

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Liebe, Stefanie

• Parameter-Efficient Self-Supervised Adaptation for EEG-FM under Fixed Computational Budgets

Liebschner, Michael A. K.

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery

Lim, Jeewoo

• COAST: Context-Aware Differential Learning for Gene Expression Prediction in Spatial Transcriptomics

Lim, Kian Ming

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Lim, Minjoo

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation
• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Lim, Sang-Heon

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Lima, Thiago A.

• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising

Liman, Michelle Espranita

• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos

Limaroon, Keetawan

• MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning
• HiFi-Rep: Leveraging High-Resolution Vision Foundation Models with Tri-Planar Slice Context for CT Report Generation

Lin, Bowen

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Lin, Chaochao

• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Lin, Che

• ReMiX-Seg: Latent Modality Completion Meets Expert Routing for Robust Glioma Segmentation

Lin, Cheng Ting

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Lin, Chu-Hsuan

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Lin, Fengming

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• DINO-3DRA: Leveraging 2D Foundation Model Semantics for 3D Cerebral Aneurysm Segmentation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Lin, Haiwei

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction

Lin, Hangxing

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Lin, Huan

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation

Lin, Jiajun

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Lin, Jianxin

• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Lin, Jiashi

• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval

Lin, Jicheng

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Lin, Jingfeng

• A Heterogeneous Prognosis Prediction Framework with Global Brain Connectivity and Local Image Features

Lin, Junhao

• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection

Lin, Ling

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation

Lin, Lixin

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Lin, Runjia

• ACMap: Across-scales Connectivity Mapping of Primate Brain

Lin, Shengli

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation

Lin, Tiancheng

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Lin, Tong

• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT

Lin, Weikun

• RPG-SAM: Reliability-Weighted Prototypes and Geometric Adaptive Threshold Selection for Training-Free One-Shot Polyp Segmentation

Lin, Weili

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Lin, Weiping

• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis

Lin, Wenjun

• Physiology-Aligned Hierarchical Network for Heart Murmur Detection

Lin, Xin

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Lin, Xun

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption

Lin, Ying-Chih

• Reference-Guided Gradient Balancing Loss for Long-Tailed Multi-label Medical Image Classification

Lin, Yiqun

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Lin, Yiyang

• UniField: A Unified Field-Aware MRI Enhancement Framework

Lin, Youzuo

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Lin, Yue

• Really Need Recursion? Revisiting One-Pass Registration with Multi-Level Multi-Space Contextual Guidance
• Case-Specific Priors-Guided Multimodal Fusion for Prognosis Prediction in Head and Neck Cancer

Lin, Yunrui

• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Lin, Yuxin

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms

Lin, Zehui

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis

Lin, Ziling

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Lindner, Claudia

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Lindquist, Jonathon

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Ling, Haibin

• FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

Linton-Reid, Kristofer

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Lip, Gregory Y. H.

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Litinetskaya, Anastasia

• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning

Litjens, Geert

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Liu, Ailian

• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Liu, Bang

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling

Liu, Bin

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Liu, Binfeng

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Liu, Bo

• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Liu, Bowen

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Liu, Chang

• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Liu, Changjing

• EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting

Liu, Che

• Unified Multimodal Model for Brain MRI Imputation and Understanding

Liu, Chengcai

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Liu, Chengliang

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Liu, Chengqing

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Liu, Chenxi

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Liu, Cong

• SuRe-Flow: Surface-to-CT Synthesis via Retrieval-Augmented Rectified Flow for CT-Free Superficial Radiotherapy

Liu, Daiqi

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Liu, Daochang

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Liu, David

• XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity

Liu, Fei

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI

Liu, Feng

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis
• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Liu, Fengbei

• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning

Liu, Fengchun

• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Liu, Fuchen

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Liu, Han

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Liu, Hanlin

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Liu, Haotian

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Liu, Haoyang

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Liu, Haoyuan

• Self-supervised Longitudinal Neuroimaging Augmentation for Continuous Staging of Alzheimer’s Disease

Liu, Hong

• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Liu, Hongbin

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Liu, Hongwei

• SANT-CBM: Structurally-Aware and Noise-Tolerant Semi-supervised Concept Bottleneck Models

Liu, Hongying

• Breaking Teacher’s Mean Regression Bias: Boundary-Aware Contrastive Distillation for Endoscopic Super-Resolution

Liu, Hongyu

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Liu, Hongzhi

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Liu, Huafeng

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling
• Cardiac Motion Transfer with Adaptive Physics Constraint
• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Liu, Huan

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension

Liu, Huanrong

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Liu, Jia

• SANT-CBM: Structurally-Aware and Noise-Tolerant Semi-supervised Concept Bottleneck Models

Liu, Jiahao

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Liu, Jiahe

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Liu, Jiameng

• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities

Liu, Jiang

• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals
• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Liu, Jianlei

• SD-SAM: Synergizing SAM and DINOv3 for Parameter-Efficient Polyp Segmentation and a Challenging Benchmark Dataset

Liu, Jiaqing

• Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs

Liu, Jiaxiang

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis

Liu, Jiaxuan

• SeedPro: Place Brachytherapy Seeds Like Expert Clinicians via Hierarchical Reinforcement Agents
• GGFI-Net: Genomics-Guided Cross-Modal Imputation for Multimodal Survival Analysis with Missing Modality

Liu, Jiayao

• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Liu, Jie

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation
• Oneclass4ASD: Autism Spectrum Disorder Screening via One-class Classifier
• Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network
• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Liu, Jin

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI
• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Liu, Jing

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification
• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals

Liu, Jingsong

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Liu, Jingxin

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model

Liu, Jingyi

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Liu, Jingyu

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Liu, Jinhua

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Liu, Jinshuo

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Liu, Jiyao

• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Liu, Juhua

• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis
• DeformTTA: Morphology-Aware Controllable Deformation for Test-Time Adaptation in Fetal Cardiac Ultrasound Image Segmentation
• Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Liu, Junqi

• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling

Liu, Kun

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Liu, Lanqing

• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Liu, Lei

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation

Liu, Leiye

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Liu, Liang

• Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought

Liu, Lihao

• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Liu, Lingwen

• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Liu, Lu

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Liu, Lulu

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Liu, Maoling

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Liu, Meng

• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Liu, Mengyang

• Multimodal-Conditioned Flow Matching for Pathology Nuclei Data Augmentation

Liu, Min

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

Liu, Mingxia

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation
• Retrieval-Based Mixture-of-Experts for Patient-Specific Cancer Survival Prediction with Incomplete Multimodal Data

Liu, Mingxin

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology
• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Liu, Mingxuan

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT
• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Liu, Mingyi

• MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation

Liu, Nana

• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Liu, Pei

• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning

Liu, Peirong

• HemoPIC: A Physics-Informed Cerebral Hemodynamics Digital Twin for Brain Perfusion

Liu, Qi

• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Liu, Qianglin

• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Liu, Qiao

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation

Liu, Qin

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Liu, Qingjie

• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Liu, Qingshan

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Liu, Qingyu

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Liu, Qixuan

• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• Surgical Video Temporal Grounding
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data

Liu, Quanying

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics
• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Liu, Ruimeng

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Liu, Ruishan

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Liu, Shaohui

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Liu, Shengyuan

• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Liu, Shiqi

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Liu, Shiyuan

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation

Liu, Shuai

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images

Liu, Shuangwu

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Liu, Shuting

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Liu, Siyu

• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning

Liu, Songkang

• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays

Liu, Tao

• BrainWeaver: Weaving Dynamic Brain Networks with ROI-Guided Attention for Cognitive Assessment

Liu, Tianhao

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Liu, Tianming

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Liu, Tianyi

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT
• Frequency-Aware Multi-Margin Loss for Imbalanced Medical Ordinal Classification
• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Liu, Ting

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Liu, Tingwei

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Liu, Tuo

• TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning

Liu, Wei

• B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation

Liu, Weijia

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI

Liu, Wenjian

• ECHO: Estimated Composite Hybrid Observation for Zero-Shot Self-Supervised MRI Reconstruction

Liu, Wentao

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Liu, Wenxuan

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

Liu, Xiabi

• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Liu, Xiaobo

• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Liu, Xiaochen

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Liu, Xiaoli

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Liu, Xiaosheng

• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Liu, Xiaoyu

• Collaborative Topology and Connectivity Learning for EM Neuron Segmentation

Liu, Xiaoyue

• CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI
• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Liu, Xiaozhou

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Liu, Xin

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Liu, Xingyu

• Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography

Liu, Xinyao

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption

Liu, Xinyue

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Liu, Xiwei

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Liu, Xuan

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Liu, Xueyu

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Liu, Xuhao

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Liu, Yanan

• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos

Liu, Yang

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation
• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
• Physics-Inspired Continuous Transformer for Fast QDSA Reconstruction
• Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation
• BioFlow: A Biologically Valid Support-Preserving Flow for Histology-Conditioned Spatial Transcriptomics Prediction

Liu, Yangyang

• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement

Liu, Yanzhe

• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction

Liu, Yao

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation
• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Liu, Yihao

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Liu, Yilun

• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Liu, Yiman

• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Liu, Yingsheng

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Liu, Yinjun

• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2

Liu, Yixiang

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs

Liu, Yixuan

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Liu, Yize

• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Liu, Yongkai

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Liu, Yu

• Towards Direction-Equilibrated Segmentation in 3D Medical Images
• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning
• H2M-Net: Hierarchical Hyperbolic Memory Network for Pathological Report Generation

Liu, Yuanye

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers

Liu, Yuanyuan

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Liu, Yuchen

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding
• EmERGE: A Multimodal LLM-Based Evidence-Mediated ECG Report Generation and Evaluation Approach

Liu, Yuemeng

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Liu, Yunbi

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Liu, Yuqi

• SCKAN: Structural Consensus-Based KAN Prototype Learning for Semi-supervised Pancreas Segmentation

Liu, Yuting

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Liu, Yuxiao

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis

Liu, Yuxuan

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Liu, Zaiyi

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation
• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation
• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Liu, Zefeng

• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Liu, Zehua

• Physics-Inspired Continuous Transformer for Fast QDSA Reconstruction

Liu, Zekai

• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration
• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning

Liu, Zelin

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Liu, Zelong

• DeformTTA: Morphology-Aware Controllable Deformation for Test-Time Adaptation in Fetal Cardiac Ultrasound Image Segmentation

Liu, Zewen

• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation

Liu, Zeyu

• Enhancing Pathological VLMs with Cross-scale Reasoning

Liu, Zhaohui

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Liu, Zhe

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Liu, Zhenbing

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer
• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Liu, Zhengji

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Liu, Zhenhong

• TriFlow: Triplane Latent Conditional Flow Matching for Efficient 3D Skull Shape Completion
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Liu, Zhou

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction

Liu, Zihan

• Semantic-Consistent Dual-Image Vision-Language Alignment via Modality Routing for 3D PET/CT

Liu, Ziteng

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

Liu, Zonglin

• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Liu, Zuozhu

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making
• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans
• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Lo, Joseph Y.

• JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift
• AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation

Loddo, Andrea

• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Lombardi, Angela

• WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

Long, Chengjiang

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Long, James P.

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Long, Jiake

• Text as the Sieve: Information Bottleneck Guided Prototype Sieving for Text-Guided Medical Image Segmentation

Long, Jianqiao

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Long, Nuo’er

• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays

Long, Qi

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Long, Shun

• DK-Net: Semi-supervised Wavelet-KAN Landmark Localization for Angle of Progression Measurement in Intrapartum Transperineal Ultrasound

Long, Xin

• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Long, Ziyang

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training
• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Loomes, Callan

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Looser, Ilaria

• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Lopes, Natalia

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Lopes, Renaud

• Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization

Lorenzi, Marco

• STAMP: Subtype-Aware Spatio-Temporal Atlases for Personalized Prediction of Longitudinal Alzheimer’s Disease Progression

Lorenzini, Luigi

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Lorio, Sara

• Revisiting Integration of Image and Metadata for DICOM Series Classification: Cross-Attention and Dictionary Learning

Lou, Kexin

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics

Lou, Xiaowen

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment
• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Lou, Xin

• A 3D Unrolling Framework for Joint Sodium MRI Reconstruction and Concentration Quantification

Lovstakken, Lasse

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Lu, Anwen

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology

Lu, Bofeng

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Lu, Chenyang

• MLLM-Enhanced Region-Aware Bidirectional Evidence-Based Model for Tongue Diagnosis

Lu, Chunyao

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Lu, Guohui

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Lu, Haotian

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Lu, Haoxiang

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Lu, Huchuan

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation
• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Lu, Jiawen

• Protocol-Manifold Coverage Learning (PMCL): Source-Free Active Adaptation for Multi-Center Nasopharyngeal Carcinoma MRI Segmentation

Lu, Jiayang

• DINO-3DRA: Leveraging 2D Foundation Model Semantics for 3D Cerebral Aneurysm Segmentation

Lu, Jiaying

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers

Lu, Jingfeng

• Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion

Lu, Jingpei

• Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Lu, Junbo

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Lu, Kaiyue

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Lu, Le

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension
• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation
• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Lu, Li

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Lu, Lin

• Semantic-Consistent Dual-Image Vision-Language Alignment via Modality Routing for 3D PET/CT

Lu, Mengkang

• PALETTE: Pathology-Aware Latent Embedding for Targeted Tissue Expression

Lu, Si-Yuan

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Lu, Weiguo

• Learning What Can Move: Patient-Specific Motion Subspaces from a Single Scan

Lu, Wenqi

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation
• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation

Lu, Xinhua

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Lu, Yanye

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Lu, Yifan

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs

Lu, Yihuan

• Kinetics-Informed Neural Representation for Dual-Tracer Dynamic PET Separation

Lu, Yinuo

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer
• GFR-MIL: Glance–Focus–Reflect Based Multiple Instance Learning for Multi-Scale Whole Slide Image Analysis

Lu, Yutong

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Lu, Zheng

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy
• Cycle-Verified Gentle Teaching and Confusion Correction for Label-Scarce Cross-Modal Single-Cell Annotation

Lu, Zhengyi

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

Lu, Zhixiang

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage

Lu, Zilin

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates

Lu, Zixiao

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Luan, Haijing

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Luan, Jixin

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Luan, Yunfei

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Lubis, Imam Khairi

• Fast 3D Cell Volume Reconstruction from Multi-focus Images by Cross-modality Knowledge Distillation

Lucey, Simon

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Lumetti, Luca

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2
• The Paper Has a GitHub, the GitHub Has a README, the README Has Nothing: Reproducibility Signals for Review Support
• Ontology-Grounded Structured Prediction for Dental CBCT Reporting

Luo, Gongning

• MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• FairPneum: Improving Fairness in Pneumonia Diagnosis and Lesion Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Luo, Guibo

• Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation
• MedTS-TTT: Test-Time Training for Medical Time Series Classification
• LEGEND: A Language-Aligned EEG Foundation Model with Flow Matching Latent Denoising

Luo, Haozhe

• KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection

Luo, Huoling

• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models

Luo, Jiacheng

• SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition

Luo, Jianwen

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Luo, Jiawei

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction

Luo, Jiebo

• Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation

Luo, Jingyi

• Controllable Histopathology Image Synthesis with Training-Free Structural Initialization and Textural Modulation

Luo, Jun

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Luo, Junqin

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Luo, Mengyue

• IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4

Luo, Ruiyu

• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Luo, Shirui

• Seamless Whole Slide Label-Free Virtual Staining

Luo, Simeng

• Unsupervised Domain Adaptation for Pelvic Landmark Localization in CT and MR Using Landmark-Conditioned Synthesis

Luo, Siwei

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Luo, Tao

• MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation
• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Luo, Wei

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Luo, Wuman

• ARCH-Net: Aligned 3D Teeth Reconstruction via Counterfactual-Enhanced Hierarchical Framework

Luo, Xiaoling

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation
• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Luo, Xin

• Residual-Aware Structured Pruning with Dual-Stream Alignment for Adapter-Tuned SAM

Luo, Xiongbiao

• Intraoperative Fluoroscopy-Volume Registration Using Virtual-Supervision Skeleton Attention

Luo, Xu

• Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation

Luo, Xuwei

• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis

Luo, Yating

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Luo, Ye

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Luo, Yimin

• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation

Luo, Yitong

• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis

Luo, Yuxiang

• RASP: Bridging the Long-Tail Gap in Surgical Video Understanding via Retrieval-Augmented Perception

Luo, Yuxuan

• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection

Luo, Zhiming

• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Luo, Zhuangye

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Luo, Zihao

• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Luong, Christina

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography
• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification
• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression

Luong, Marie

• Mamba Based Anisotropic Diffusion Model for Speckle Noise Reduction in Ultrasound Images

Lutz, Michael W.

• Bayesian Topological Analysis of Brain Networks

Lutzeyer, Johannes F.

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Lv, Bin

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment

Lv, Faqin

• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Lv, Jinrong

• Anatomy-Texture Aware Safe Gradient Guidance for Source-Free Domain Adaptive Echocardiography Video Segmentation

Lv, Xingguo

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Lv, Yanan

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Lv, Yao

• G3R: Gaussian-Based Geometry-Guided Reconstruction for Fetal Brain MRI

Lv, Zhao

• SA-CFM: Structure-Aware Continuous Flow Matching for Normative Modeling of EEG Microstate

Lv, Zhongyue

• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Ly, Son Thai

• Self-auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation

Lyu, Ilwoo

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning
• SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction
• Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Lyu, Si-Qin

• ReMiX-Seg: Latent Modality Completion Meets Expert Routing for Robust Glioma Segmentation

Lyu, Xinheng

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Lyu, Yiheng

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Lyu, Yilin

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology

Lyu, Yiqing

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Lüers, Julian

• Calibrated Confidence Expression for Radiology Report Generation

M R, Vishnu

• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty

Ma, Benteng

• VIHD: Visual Intervention-Based Hallucination Detection for Medical Visual Question Answering

Ma, Changsheng

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Ma, Chen

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Ma, Chenglong

• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Ma, Gaoxiang

• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification

Ma, Hehuan

• Joint Segmentation and Graph-Based Skeletal Representation Learning with Geometric Priors

Ma, Jianda

• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis

Ma, Jianhua

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics
• Eigen-Directed Random Projection for Medical Image Class Incremental Learning
• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Ma, Jiaxin

• CARE: Clinically Aligned Retrieval Evidence for Consistent Radiology Report Generation

Ma, Jie

• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Ma, Jingzhe

• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Ma, Jinhui

• InvDetect: Unsupervised Medical Anomaly Detection in the Noise Latent Space of DDIM

Ma, Jiquan

• S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation

Ma, Jun

• FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

Ma, Lanxiang

• S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation

Ma, Lei

• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification

Ma, Longfei

• RaD-Seg: Region-Aware Disentangled Learning for Plan-Guided Longitudinal Tumor Segmentation in Head-and-Neck Adaptive Radiotherapy

Ma, Qian

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Ma, Qiang

• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Ma, Qiong

• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Ma, Rongze

• PALETTE: Pathology-Aware Latent Embedding for Targeted Tissue Expression

Ma, Tai

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders
• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Ma, Tengfei

• Spatiotemporal Modeling of Tumor Dynamics via Optimal Transport for Enhanced Longitudinal Analysis
• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Ma, Ting

• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis
• Controllable Histopathology Image Synthesis with Training-Free Structural Initialization and Textural Modulation

Ma, Xiang

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Ma, Xiangyuan

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Ma, Xianshi

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Ma, Xiao

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation
• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Ma, Xin

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Ma, Xinghua

• MedTri: Structured Medical Report Normalization for Enhanced Vision–Language Pretraining
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• FairPneum: Improving Fairness in Pneumonia Diagnosis and Lesion Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Ma, Xinke

• PALETTE: Pathology-Aware Latent Embedding for Targeted Tissue Expression

Ma, Xinyu

• InvDetect: Unsupervised Medical Anomaly Detection in the Noise Latent Space of DDIM

Ma, Xiyao

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Ma, Yijia

• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

Ma, Yili

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Ma, Yuan

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery

Ma, Yuanji

• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Ma, Zhanyu

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Ma, Zhengda

• HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction

Ma, Zhiheng

• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Machiraju, Raghu

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Mackay, Emily

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Mackay, Katherine

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Maes, Frederik

• Uncovering Interpretable Point-Wise Image Correspondences from Deep Segmentation Features

Maghsoodi, Nooshin

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Magnier, Baptiste

• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis

Mahajan, Kush

• Cervical Vertebral Maturation Staging from a Continuous Perspective

Mahapatra, Dwarikanath

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation
• Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-identification
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Mahesh, Meenakshi

• Oculo: A Multilabel Dataset for the Identification of Ocular Abnormalities from Ultrasound Images

Maheshwari, Shreeyut

• I²-Med: Interpretable Medical Inference Through Visual-Guided Dynamic Logits Calibration

Mahmoud, Abdulrahman

• Better Said Than Seen: Exposing and Mitigating Modality Collapse with ICD-11-Grounded Evaluation

Mahmud, Md Ishtyaq

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Mahpod, Shahar

• Semantic Feature Modulation for Mammographic Lesion Classification

Mai, Qingyun

• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Maier, Andreas

• Volume-Fused Super-Resolution OCT Reveals Cellular-Level Structures in the Outer Segment Across Wider Fields Without Adaptive Optics
• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation
• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
• Reducing Expert Annotation Effort for CTA Vessel Delineation with Synthetic Pretraining

Maier-Hein, Klaus

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
• Feature Space Guidance for Breast Cancer Classification in DCE-MRI
• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Maier-Hein, Lena

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model

Maik, Vivek

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty
• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty

Majhi, Snehashis

• Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

Majoie, Charles B. L. M.

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

Makary, Meena M.

• KiMoCo-Net: Dual-Domain Learning for MRI Motion Artifact Correction

Makharia, Sparsh

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Maksutova, Aiza

• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Makwe, Ansh

• AGGRNet: Selective Feature Extraction and Aggregation for Enhanced Medical Image Classification

Maldonado, Fabien

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Malik, Aamir Saeed

• Joint-Level Motor Imagery Decoding in fNIRS via a Unified Pairwise Machine Learning Framework

Mall, Raghvendra

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images

Mallick, Parag

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Manceron, Pierre

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Mandal, Subhamoy

• Digital Twin of the Lung from Wearable Biosignals for Real-Time Respiratory Monitoring

Maneshgar, Behnam

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction

Mangin, Jean-François

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

Mann, Ritse

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Manouvriez, Dorian

• Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization

Manrique, Leonardo

• Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Mansi, Tommaso

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Mao, Fuyou

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Mao, Junyuan

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Mao, Liang

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Mao, Ning

• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

Mao, Tao

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

Mao, Wanglong

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Mao, Wenyue

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Mao, Yize

• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation

Mao, Yunlin

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Mao, Zhenlin

• URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection
• BrainHTF: Learning Causal Graph Representation of Brain Connectome with Hyperbolic Transformer

Mao, Zhihao

• APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation

Mapelli, Jonathan

• CALHippo: Cell Segmentation for Neuronal Density Inference in the Human Hippocampus

Maqsood, Arooba

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Mar, Victoria

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Marchesini, Kevin

• The Paper Has a GitHub, the GitHub Has a README, the README Has Nothing: Reproducibility Signals for Review Support
• ReportX: The BraTS Clinical Report Dataset

Marcianò, Vincenzo

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Mares, Virginia

• FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

Margolis, Daniel J.

• Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations

Mariam, Yohannes

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Marias, Kostas

• SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology

Marinescu, Razvan

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Marinov, Zdravko

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Markiewicz, Tomasz

• SlideGuard: WSI Artifact Detection Benchmark

Marquand, Andre

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Marquering, Henk A.

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields

Marr, Carsten

• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning
• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging
• Measuring Prediction Uncertainty in Neural Cellular Automata
• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Martens, Eimo

• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Martin, Parker

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Martin, Ségolène

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Martinez, Fabio

• Spatially-Aware Graph Geometric Representation for Lung Nodules Detection

Marx, Lennard

• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Marza, Pierre

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology
• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology

Mascagni, Pietro

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Mashrur, Fazla Rabbi

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Masroor, Milad

• Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

Masthoff, Max

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Mata, Christian

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Matinfar, Babak

• Automated Scope Pose Estimation in Real-World Robotic-Assisted Bronchoscopy with Integrated C-Arm Imaging

Matinfar, Sasan

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Matsukado, Rin

• Fast 3D Cell Volume Reconstruction from Multi-focus Images by Cross-modality Knowledge Distillation

Matsumoto, Hiromi

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Matthews, Paul M.

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Matthews, Thomas Paul

• On the Behavior of Calibration Error Under Rater Disagreement

Mazomenos, Evangelos B.

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery
• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment
• B² Loss for Evidential Classification of Critical View of Safety in Laparoscopic Cholecystectomy

Mazumder, Badhan

• BrainKODE: Controlled Koopman Dynamics over Longitudinal Structure–Function Coupling for Early Prediction of Adolescent Substance Use

McAllister, Tara

• Self-supervised Learning on Lingual Ultrasound Video Encodes Clinically Meaningful Articulatory Structure of Rhotic Production in Residual Speech Sound Disorder

McCabe, John

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

McConnell, Niccolò

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

McDonough, Elizabeth

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

McFee, Brian

• Self-supervised Learning on Lingual Ultrasound Video Encodes Clinically Meaningful Articulatory Structure of Rhotic Production in Residual Speech Sound Disorder

McGann, Kevin

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

McGill, Sarah K.

• Understanding Model Behavior in Monocular Polyp Sizing

McGregor, Helen

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

McKay, Doug

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

McMillan, Corey T.

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Mecharbat, Lotfi Abdelkrim

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Medeiros, Erico

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Mehta, Deval

• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis
• A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning
• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Mehta, Raghav

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Mehtali, Jonas

• Planning the Perfect Burn: Multi-objective PSO for Multi-needle Thermal Ablation

Mei, Bin

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Mei, Lanzhuju

• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Mei, Liye

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Mei, Siyuan

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Meidinger, Ethan

• REVEAL++: Differentiable Phenotypic Grouping for Vision–Language Retinal Modeling of Alzheimer’s Disease Risk

Meijering, Erik

• ConstTrack: Constellation-Guided Cell Tracking Under Lineage Constraints

Mekala, M. S.

• OCS-MAMBA: Object-Centric, Logic-Guided Approach for Surgical Action Understanding

Mello-Thoms, Claudia

• Predicting Radiologist Expertise from 3D Gaze Patterns During CT Interpretation

Men, Qianhui

• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance

Men, Xiaoyan

• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Meng, Chunlei

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Meng, Deyu

• Multi-stage NeRF for Efficient 3D Coronary Artery Reconstruction from Two Narrow-Angle Angiographic Projections

Meng, Gaofeng

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Meng, Linghao

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Meng, Mingyuan

• Really Need Recursion? Revisiting One-Pass Registration with Multi-Level Multi-Space Contextual Guidance
• Dual-Registration Reciprocal Super-Resolution for Prior-Guided Real-Time 4D-MRI
• Case-Specific Priors-Guided Multimodal Fusion for Prognosis Prediction in Head and Neck Cancer

Meng, Qingjie

• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification

Meng, Qingke

• Multi-Stage Dilated Convolution-Mamba Network for Surgical Action Triplet Recognition

Meng, Runqi

• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Meng, Xiangshui

• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI

Meng, Yanda

• Wavelet-Guided Spectral–Spatial Learning for Medical Hyperspectral Image Segmentation
• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Meng, Zhu

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization
• NR-Align: Non-rigid Alignment for Non-simultaneous Two-View 3D Coronary Reconstruction in Complex Cardiac Interventions

Meng, Zijie

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans

Menon, Bijoy

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Mensah, Godbless

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Menze, Bjoern H.

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Deep Probabilistic Cerebrovascular Atlas
• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Merchant, Shaila

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Merhof, Dorit

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models
• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Mertens, Daniel Philipp

• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Merveille, Odyssée

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Meyer-Baese, Anke

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Mi, Jia

• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment

Mi, Weiming

• TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation

Miao, Juzheng

• Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images

Miccinilli, Hugo

• ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis

Mikhelson, German

• Text Guidance and Distance Gating Improve Detection and Segmentation of Focal Cortical Dysplasia

Mikolaj, Kamil

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Milecki, Leo

• Network-Aware Bilinear Tokenization for Brain Functional Connectivity Representation Learning

Miled Souid, Wided

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Miller, Mateusz

• SlideGuard: WSI Artifact Detection Benchmark

Miller, Renee

• EchoFID: A Multi-teacher Distilled Evaluation Network for Cardiac Ultrasound Image Generation

Millioz, Fabien

• Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion

Min, Jaesik

• Anatomy-Grounded Synthetic Coronary Angiography for Geometry-Informed Multi-view Matching

Min, Pengxiang

• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Min, Wenwen

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Ming, Wenlong

• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Mirafzali, Ehsan

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Mirolla, Tristan

• VesselSim: learning 3D blood vessel segmentation without expert annotations

Misawa, Shuhei

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Mishra, Akshat

• I²-Med: Interpretable Medical Inference Through Visual-Guided Dynamic Logits Calibration

Mishra, Ritik

• I²-Med: Interpretable Medical Inference Through Visual-Guided Dynamic Logits Calibration

Mishra, Sudhanshu

• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection

Mittal, Prateek

• Inverse Protocol Prediction from Spheroid Microscopy Imaging via Morphology-Aware Structured Learning

Miyake, Mototaka

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Mo, Hailan

• Evidential Fusion Network for Multimodal Survival Prediction Under Missing Modalities

Mo, Jihwan

• Anatomically Accurate 3D Vessel Generation via 3-Phase Chebyshev Curve Diffusion

Mobadersany, Pooya

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Moccia, Sara

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Mogulkoc, Nesrin

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Mohamed, Alaa

• Better Said Than Seen: Exposing and Mitigating Modality Collapse with ICD-11-Grounded Evaluation

Mohamed, Shaheer

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Mohammadi, Bahram

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Mohammadi, Marziyeh

• Differential Privacy Representation Geometry for Medical Image Analysis

Mohareri, Omid

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery
• Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Mohnenko, Sergey

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Mojtahedi, Mahsa

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields

Mok, Tony C. W.

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

Molina Van den Bosch, Marc

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Molinier, Nathan

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Molino, Daniele

• Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation

Monon, Mashrafi

• Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision–Language Models

Monsoor, Tonmoy

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Montalvo-García, David

• Self-supervised Temporal Regularization for Landmark-Based Cardiac Segmentation with Automatic AHA Regional Mapping

Montoya-Zegarra, Javier A.

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Monzon, Maria

• Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Moon, Jong Hak

• Clinically-Grounded Hierarchical Classification for Consistent Chest X-ray Interpretation

Moon, Junho

• CSWinUNETR: Segmentation of Thin Anatomical Structures in Medical Images

Moon, Taejin

• Tooth Alignment via Virtual Trajectories with Clinical Constraints

Mora, Francesco

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Morakis, Marisa

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Morales-Conde, Salvador

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Morano, José

• FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

Morato, Carlos

• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Moreno, Rodrigo

• Multi-parametric MRI for Contrast Agent Free Breast DCE-MRI Synthesis

Moriwaki, Yasuhiro

• Toward Markerless Video-Based Tremor Analysis: Objective Quantification of Pathological Tremor in Mouse Preclinical Models

Moro, Matteo

• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Morooka, Ken'ichi

• Fast 3D Cell Volume Reconstruction from Multi-focus Images by Cross-modality Knowledge Distillation

Morris, Alan

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Morris, Otto

• SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology

Mota, Rodrigo

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Mou, Lei

• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Moulton, Eric

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Mourad, Nada

• BIGUS: Beam Integrated Gaussian Scattering for Continuous Ultrasound View Synthesis

Moursi, Walaa M.

• Automated Disentangling Analysis of Skin Colour for Lesion Images

Mousavi, Parvin

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• Compass: Prostate Cancer Detection Needs Multi-view Context
• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Moyer, Daniel

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Mu, Nan

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation

Mu, Shang

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Mu, Wei

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer
• GFR-MIL: Glance–Focus–Reflect Based Multiple Instance Learning for Multi-Scale Whole Slide Image Analysis

Mu, Yajun

• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis

Mukhopadhyay, Anirban

• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation
• Group Equivariant Diffusion for Anomaly Detection in Computational Cytology

Muluk, Satish C.

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Mulzer, Lukas

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Mundt, Marion

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Munuera, Josep

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Mura, Davide Antonio

• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Musialski, Przemyslaw

• INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields

Muthurangu, Vivek

• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology

Mutter, Didier

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Möller, Hendrik

• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation

Müller, Alexander

• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Müller, Dirk

• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

Müller, Johanna P.

• Wasserstein-Aligned Localisation for VLM-Based Distributional OOD Detection in Medical Imaging
• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data

Müller, Philip

• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Müller, Sarah

• Ordinal Diffusion Models for Color Fundus Images

Müller, Sarah Kaye

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Na, Yoonho

• PiMoE: Physics-Informed Mixture-of-Experts for Accelerated MRI Reconstruction

Na, You-Kyoung

• Learning from Good Neighbors: Slice-wise Quality-aware CT-to-Diffusion MRI Synthesis

Nadeem, Saad

• ImPartial: Multi-channel Whole-Cell Segmentation Using Partial Annotations

Naeem, Roman

• RefTr: Recurrent Refinement of Confluent Trajectories for 3D Tubular Tree Centerlines

Nagahara, Hajime

• Fast 3D Cell Volume Reconstruction from Multi-focus Images by Cross-modality Knowledge Distillation

Nagar, Sandeep

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Naghshbandi, Hane

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Nahmed, Ilias

• Interactive MWA Planning via Probabilistic Inverse Inference
• A Deep Learning Surrogate Model for Microwave Thermal Ablation: From Preoperative Planning to Intraoperative Re-planning

Nakamae, Yukako

• Fast 3D Cell Volume Reconstruction from Multi-focus Images by Cross-modality Knowledge Distillation

Nakamura, Kunio

• Medical Image Spatial Grounding with Semantic Sampling

Nakatani, Fumihiko

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Nakazawa, Toru

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Nam, Hyeonyeong

• Tumor-Aware Direct Preference Optimization for Longitudinal Post-operative MRI Generation

Namazi, Sina

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection

Namgung, Hyun

• Gene-Selective Morphological Conditioning with Heteroscedastic Flow Matching for Spatial Transcriptomics

Namwongsa, Punnawat

• HiFi-Rep: Leveraging High-Resolution Vision Foundation Models with Tri-Planar Slice Context for CT Report Generation

Nan, Xinyu

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Nariai, Hiroki

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Nash, Michelle

• Large-Scale Distributed GPU-Accelerated Respiratory Motion-Resolved Reconstruction of 3D Non-cartesian mGRE MRI

Naskar, Animan

• Cut, Stitch, Adapt: Data-Efficient and Low-Calibration Speech BCIs

Naskar, Ankush

• Cut, Stitch, Adapt: Data-Efficient and Low-Calibration Speech BCIs

Nasr, Michel R.

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Nasrallah, Ilya M.

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Nasseri, Mohammad Ali

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection
• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research

Natsuaki, Yutaka

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Navab, Nassir

• TopoOR: A Unified Topological Scene Representation for the Operating Room
• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
• Robotic Ultrasound Makes CBCT Alive
• Research Design Considerations for Empirical User Studies in MICCAI
• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning
• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection
• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations
• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions
• OpenRC: An Open-Source Robotic Colonoscopy Framework for Multimodal Data Acquisition and Autonomy Research
• Non-intrusive Body Composition Assessment from Full-Body mmWave Scans
• Measuring Prediction Uncertainty in Neural Cellular Automata
• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space
• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning
• Calibrated Confidence Expression for Radiology Report Generation
• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Nawaz, Umair

• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage

Nayak, Deepak Ranjan

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes
• Induce to Empower: Improving Lightweight Baselines via Foundation Model Induction for Generalized Polyp Segmentation

Nayaz, Eman

• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Nebelung, Sven

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models
• Differential Privacy Representation Geometry for Medical Image Analysis
• Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study

Nedaee, Tahoura

• Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain

Nempont, Olivier

• UniCT: A Unified Joint Multi-Task Framework for 3D Chest CT Abnormality Analysis

Nesturi, Adea

• PromptGate: Client-Adaptive Vision–Language Gating for Open-Set Federated Active Learning

Ng, Alexander

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Nghiem, Van Quang

• ReMiX-Seg: Latent Modality Completion Meets Expert Routing for Robust Glioma Segmentation

Nguyen, Anh

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage

Nguyen, Cuong

• Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

Nguyen, Hien V.

• TissueCodePilot: A Code-Action Agent for AI-Assisted Spatial Tissue Analysis
• Self-auditing Parameter-Efficient Fine-Tuning for Few-Shot 3D Medical Image Segmentation
• PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

Nguyen, Hoang Long

• Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation

Nguyen, Huy Hoang

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Nguyen, Loc

• PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

Nguyen, Maï K.

• BREIT: A Framework for Brain Stroke Reconstruction using Multi-frequency 3D EIT

Nguyen, Minh

• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning

Nguyen, Quoc-Tien

• VCDA-Net: Graph-Guided Voxel-Cluster Density Attention for Global-Regional Brain Age Gap Estimation

Nguyen, Thanh Bong

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Nguyen, Tri-Thien

• Reducing Expert Annotation Effort for CTA Vessel Delineation with Synthetic Pretraining

Nguyen, Trong Duc

• Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation

Nhu, Duong

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Ni, Dong

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound
• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection
• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation
• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis
• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Ni, Jun

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Ni, Xinye

• SuRe-Flow: Surface-to-CT Synthesis via Retrieval-Augmented Rectified Flow for CT-Free Superficial Radiotherapy

Nian, Qingyu

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Nie, Haitao

• WaveDE: Wavelet-Routed Dual-Expert Network for Fundus Photograph Enhancement

Nie, Jianlong

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Nie, Minxin

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation

Nie, Weizhi

• Mask-Guided Attention Regulation for Anatomically Consistent Counterfactual CXR Synthesis
• Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA

Nie, Wenjie

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation

Nielsen, Mads

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Niessen, Natascha

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Niethammer, Marc

• Understanding Model Behavior in Monocular Polyp Sizing
• Uncertainty-Aware Spatio-Semantic Contextual Prompts for Multimodal Medical Segmentation

Nigam, Aditya

• VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis

Nikbakhtsarvestani, Farzaneh

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Ning, Gang

• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Ning, Gaoning

• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Ning, Guochen

• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Ning, Junzhi

• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Ning, Lipeng

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI

Ning, Xiner

• Towards the Digital Dental Models: High-Fidelity CBCT-to-IOS Fusion via Anatomy-Aware Geometric Transformers

Ninomiya, Takahiro

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Niroula, Bibek

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Nishikawa, Ikuko

• CT2-DiT: Enabling Abdominal Non-contrast to Contrast-Enhanced CT Translation with Diffusion Transformers in the Low-Data Regime

Niu, Beifang

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Niu, Ben

• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

Niu, Jiawei

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Niu, Jingzhen

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Niu, Lijuan

• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Niu, Qian

• PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness
• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Niu, Yan

• Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

Niwarthana, Amashi

• Interpretable Structure-Function Coupling via State-Space Models for Brain Connectome Analysis

Nizam, Nusrat Binta

• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning

Noble, J. Alison

• Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video
• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability
• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Noceti, Nicoletta

• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Noh, Dasom

• Cross-Modal Concept Transfer: From ECG Signals to Images for Explainable Disease Prediction

Noh, Jae Myung

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Noh, Jeonghyun

• Zero-Shot CT Super-Resolution Using Diffusion-Based 2D Projection Priors and Signed 3D Gaussians

Noh, Junhyug

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Noh, Songmi

• TRIAGE-MIL: Multi-axis Instance Selection and Semantic Hypergraph Modeling for Survival Prediction from Whole-Slide Images

Noman, Fuad

• Multilayer Modularity-Aware Graph Autoencoder for Detecting Subpopulation Community Structure in Dynamic Brain Networks

Nong, Luming

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Noren, Henry

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Norouzi, Narges

• DermDepth: Toward Monocular Metric Scale 3D Reconstruction Models for Dermatology
• Controllable Generation of Diverse Dermatological Imagery for Fair and Efficient Malignancy Classification

Norouzifard, Mohammad

• TrustSyn: Reliable and Divergent Synergy for Mixed-Domain Fundus Segmentation

Nosheen, Tayyaba

• Joint-Level Motor Imagery Decoding in fNIRS via a Unified Pairwise Machine Learning Framework

Nouri, Anass

• Exploiting Interior Geometry for Intracranial Aneurysm Detection and Segmentation on 3D Point Clouds via GNNs

Nowak, Franciszek M.

• B² Loss for Evidential Classification of Critical View of Safety in Laparoscopic Cholecystectomy

Nsengimana, Jérémie

• Residual Diffusion Bridge in Wavelet Space for Medical Image Translation

Nyangoh-Timoh, Krystel

• Disentangling Prompt Dependence to Evaluate Segmentation Reliability in Gynecological MRI

Nyberg, John

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Nützel, Felix

• The Learnability Gap in Medical Latent Diffusion

Odone, Francesca

• CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection
• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Oguz, Ipek

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Oh, Dongryul

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Oh, Hyun-Jic

• Zero-Shot CT Super-Resolution Using Diffusion-Based 2D Projection Priors and Signed 3D Gaussians

Oh, Ji-Hun

• Seamless Whole Slide Label-Free Virtual Staining

Oh, Kwanseok

• Hierarchical Region-Aware Multi-Granularity Mamba for White Matter Lesion Segmentation

Oh, Seok-Hwan

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Oh, Sungho

• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Oh, Yujin

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Ohm, Daniel T.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Okada, Seiji

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Oladokun, Emmanuel

• EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis

Olender, Aaron

• Hierarchical Cautious Optimization for Semi-supervised Medical Image Segmentation

Olm, Christopher

• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Olofsson, Fredrik

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Olthuis, Susanne G. H.

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

Ombao, Hernando

• Multilayer Modularity-Aware Graph Autoencoder for Detecting Subpopulation Community Structure in Dynamic Brain Networks

Ong, Kian Eng

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Onofrey, John A.

• Hierarchical Multi-Video Multiple Instance Learning: AI-Interpreted Point-of-Care Ultrasound for TB Detection

Orkild, Benjamin

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Ortolani, Marco

• Fair Curriculum Learning for Concept Bottleneck Models in Dermatology

Otake, Yoshito

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Ou, Le

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Ou, Yafei

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency

Ouadahi, Nazim

• Vision-Based Force Estimation Using Brain Surface Deformation Models

Oullier, Olivier

• CONNECT-4: Brain Connectivity-Guided Hyperedge Graph Fusion for Structural MRI to 4D Rest Functional MRI Synthesis

Ourselin, Sébastien

• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
• Deep Probabilistic Cerebrovascular Atlas

Ouyang, Cheng

• Research Design Considerations for Empirical User Studies in MICCAI

Ouyang, Jingzhou

• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs

Ouyang, Minhui

• ACMap: Across-scales Connectivity Mapping of Primate Brain

Ouyang, Ruoyun

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Ouyang, Xi

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Ouyang, Yuqi

• RASP: Bridging the Long-Tail Gap in Surgical Video Understanding via Retrieval-Augmented Perception

Owais, Muhammad

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Ozlugedik, Fatih

• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning
• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Oztireli, Cengiz

• Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning

O’Donnell, Lauren J.

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI
• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

O’Sullivan, Jack W.

• Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain

Padoy, Nicolas

• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space
• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Paetzold, Johannes C.

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching
• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Painchaud, Nathan

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Palmer, Lyle J.

• Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation

Pan, Caini

• DD-INR: Dynamics-Driven Implicit Neural Representation for Accelerated Whole-Brain Functional MRI Reconstruction

Pan, Fei

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image

Pan, Feng

• PC-VLG: Position-Correlated Vision–Language Graph Alignment for Semi-supervised Medical Image Segmentation

Pan, Haoyu

• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction

Pan, Jiazhen

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations

Pan, Junjun

• A Heterogeneous Prognosis Prediction Framework with Global Brain Connectivity and Local Image Features

Pan, Leyang

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation

Pan, Qingtao

• CPS4: Class Prompt Driven Semi-supervised Spine Segmentation with Class-Specific Consistency Constraint

Pan, Wengang

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Pan, Wenxiong

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Pan, Wenxuan

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Pan, Xiang

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Pan, Xiaoxi

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Pan, Xipeng

• PAVL: Enhancing Feature Prototype Alignment with Vision–Language Model for Semi-supervised Medical Image Segmentation
• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Pan, Xuanye

• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Pan, Yaning

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Pan, Yi

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Pan, Yuning

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT

Pan, Zhaohong

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Pan, Ziheng

• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Pandey, Manish

• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting

Panfilov, Egor

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Pang, Gaoyang

• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Pang, Haowen

• TGH-DB: Template-Guided Heteroscedastic Diffusion Bridge for Brain MRI-to-PET Synthesis

Pang, Patrick

• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

Pang, Ting

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment
• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Pang, Xiaotao

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Pang, Xintao

• Proactive Domain Unification for Robust Echocardiography Segmentation

Pang, Yan

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency

Pang, Yubo

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Papademetris, Xenophon

• Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis

Papageorghiou, Aris T.

• Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video
• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Papais, Fabio

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

Papavassiliu, Theano

• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Paranjape, Jay

• HoughSAM: Geometry-Guided Zero-Shot Segmentation of Main Incision in Cataract Surgery Using SAM2 for Skill Assessment

Parikh, Aditya

• Measuring What VLMs Don’t Say: Validation Metrics Hide Clinical Terminology Erasure in Radiology Report Generation

Park, Bo-yong

• Image-mediated fMRI-to-caption generation with visual pathway tokens and hyperbolic alignment

Park, Bogyu

• Confidence-Aware Supervision for Robust Multi-task Embryo Grading

Park, Chan-Wook

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Park, Chang Min

• Ordinal Priors for Colonoscopy Temporal Segmentation
• AMFG: Anatomy-Grounded Multi-finding Guidance for Training-Free Chest X-Ray Generation

Park, Hawon

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Park, Hee Chul

• ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

Park, Heejung

• Retrieval-Guided Semi-supervised Federated Learning for Medical Image Segmentation

Park, Ho-min

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Park, Hogun

• Weakly-Supervised Temporal Decomposition with Graph Neural Networks for Parkinsonian Turning Assessment

Park, Hyungyu

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Park, Hyunjin

• Image-mediated fMRI-to-caption generation with visual pathway tokens and hyperbolic alignment
• Estimated Age-Guided Cerebral Microbleed Segmentation
• DIVER-Surv: Diffusion and Virtual-Node Graph Fusion for Cross-Cohort Glioma Survival

Park, Hyunki

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Park, Jae-Myung

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Park, Jeonglok

• Robust Tooth Segmentation Under Orthodontic CBCT: A Metal Artifact-Aware Approach
• Keypoint Correspondence Learning for CBCT–IOS Registration

Park, Jihwan

• Spectral-Temporal State Space Modeling on Functional Brain Networks
• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation

Park, Joong Shin

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Park, Juneyoung

• Frequency-Aware Post-Training Quantization for Medical Image Denoising

Park, Jung Hyun

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Park, Jungwoo

• Marginal Constrained Morphological Prototype Learning for Patch Search in Whole Slide Images

Park, Robin Y.

• Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Park, Sang Hyun

• Subject- and Task-Aware EEG Foundation Model
• Retrieval-Guided Semi-supervised Federated Learning for Medical Image Segmentation
• Rethinking RAG: Mitigating Text-Driven Hallucinations via Feature-Level Retrieval Integration in Medical LVLMs
• Multi-view Consistency-Based Adaptation of SAM2 for 3D ABUS Tumor Segmentation
• Gene-Selective Morphological Conditioning with Heteroscedastic Flow Matching for Spatial Transcriptomics

Park, SeongKyu

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Park, Sihyeon

• Marginal Constrained Morphological Prototype Learning for Patch Search in Whole Slide Images

Park, Sooyong

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Park, Soyeon

• Leveraging Pathology Co-occurrence for Test-Time Adaptation in Chest X-Ray Diagnosis

Park, Sunhong

• COAST: Context-Aware Differential Learning for Gene Expression Prediction in Spatial Transcriptomics

Park, Younghyun

• HiEDL: Hierarchical Evidential Deep Learning for Uncertainty-Aware Tumor Segmentation from 3D CT via Boundary Regularization

Park, Younjung

• Anatomically Consistent TMJ Disc Segmentation via Semantic Anchoring and Clinical Priors

Parker, Benjamin J.

• Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Parmar, Chaitanya

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Parolari, Luca

• Contrastive Learning under Noisy Temporal Self-Supervision for Colonoscopy Videos

Parra, Victor Caquilpan

• Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation

Parsons, Mark

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Pasternak, Ofer

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI
• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

Pastore, Vito Paolo

• CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection

Patel, Amit R.

• CalcSeg: Confidence-aware 3D Latent Context Curriculum Learning For Myocardial Scar Segmentation From Single-Stack LGE-CMRs

Patel, Mayur B.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Patel, Suhina

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Patel, Vishal

• HoughSAM: Geometry-Guided Zero-Shot Segmentation of Main Incision in Cataract Surgery Using SAM2 for Skill Assessment

Patey, Olga

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Patiño, Diego

• Spatially-Aware Graph Geometric Representation for Lung Nodules Detection

Patwari, Mayank

• LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation

Paul, Angshuman

• SAFE-Diff: Structurally Anchored Diffusion for Anatomically Faithful CT Image Super-Resolution
• Federated Medical Image Segmentation under Modality Heterogeneity via Specialized Adapters

Pegios, Paraskevas

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Pei, Jialun

• SurgLQA: Scalable Long-Horizon Surgical Video Question Answering
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
• LangOR: 3D Language Field Reconstruction for Operating Room
• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Pei, Jian

• InvDetect: Unsupervised Medical Anomaly Detection in the Noise Latent Space of DDIM

Pei, Jihong

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Pei, Yue

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Peiris, Himashi

• Steer the Sampling, Not the Kernel Grid: Geometry-Guided Sampling Operator for Volumetric Segmentation

Pellacani, Arrigo

• Ontology-Grounded Structured Prediction for Dental CBCT Reporting

Pellegrini, Chantal

• Calibrated Confidence Expression for Radiology Report Generation

Pelphrey, Kevin A.

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Pelt, Daniël M.

• Efficient Flow Matching for Sparse-View CT Reconstruction

Peng, Can

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Peng, Hanyang

• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis

Peng, Hsiao-Chu

• Reference-Guided Gradient Balancing Loss for Long-Tailed Multi-label Medical Image Classification

Peng, Jingjing

• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

Peng, Liang

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding
• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Peng, Linkai

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Peng, QianYao

• Think Global, Look Focal: Dual-Stream Retrieval-Augmented Pathology Report Generation for Whole Slide Images

Peng, Wenbo

• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Peng, Xiaoshan

• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Peng, Yating

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Peng, Yaya

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction

Peng, Yunsong

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Peng, Zelin

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Peng, Zhihao

• UniField: A Unified Field-Aware MRI Enhancement Framework

Pentassuglia, Matteo

• Anatomy-Conditioned Domain Randomization for Zero-Shot 3D Cerebrovascular Segmentation

Peretti, Giorgio

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Pesquet, Jean-Christophe

• Making HE Histopathological Images More Colorful by Conditional Flow Matching

Peters, Christopher J.

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

Petiwala, Zahra Kais

• Spinverse: Differentiable Physics for Permeability-Aware Microstructure Reconstruction from Diffusion MRI

Pettinari, Lorenzo

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Pezel, Théo

• Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging Applications

Pham, Duy Khoa

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Pham, Huy Hieu

• Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation

Pham, Nhat Duy

• Mamba Based Anisotropic Diffusion Model for Speckle Noise Reduction in Ultrasound Images

Pham, Trong Thang

• PolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering

Pham, Van-Nguyen

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting

Phan, Chi

• Enhancing Pathological VLMs with Cross-scale Reasoning

Phan, Raphaël C.-W.

• Multilayer Modularity-Aware Graph Autoencoder for Detecting Subpopulation Community Structure in Dynamic Brain Networks

Phan, Vu Minh Hieu

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Phillips, Michael D.

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Phurtivilai, Patt

• EndoX: A GPU-Accelerated Endoscopic Perception Simulation Framework

Piao, Yongri

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Pignedoli, Veronica

• 3D Classification of Paramagnetic Rim Lesions in Multiple Sclerosis via Asymmetric QSM–FLAIR Modeling

Pinetz, Thomas

• Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow
• Quantification of Uncertainty with Adversarial Models in Medical Image Segmentation

Ping, Haonan

• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement

Ping, Yifang

• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation

Pinker-Domenig, Katja

• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization

Pinter, Nandor

• Refining 3D Medical Segmentation with Verbal Instruction

Planken, R. Nils

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Ploner, Stefan B.

• Volume-Fused Super-Resolution OCT Reveals Cellular-Level Structures in the Outer Segment Across Wider Fields Without Adaptive Optics
• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation

Pluim, Josien P. W.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Pogoncheff, Galen

• Percept-Aware Surgical Planning for Visual Cortical Prostheses with Vascular Avoidance

Pohlkamp, Christian

• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Poles, Isabella

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Policelli, Robert

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Poon, Charlotte

• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Popa, Tiberiu

• Device-Constrained Real-Time EVD Catheter Segmentation

Portaluri, Antonio

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Porée, Jonathan

• Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion

Posma, Joram M.

• Through-Plane Attention for Anisotropic CT Super-Resolution Improves Quantitative Lung Cancer Analysis

Pouch, Alison

• EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound

Prabhakaran, Karthik

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Prasad, Mukesh

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Prasanna, Prateek

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Prat, Amaury

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Preller, Katrin

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Prevedello, Luciano

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Prince, Jerry L.

• Contrast-Invariant Reference-Based Slice Thickness Estimation in MRI via Spectral Matching

Prior, John O.

• Multi-depth Rubidium PET Graph Neural Network for Major Adverse Cardiac Event Prediction

Prisman, Eitan

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Protani, Andrea

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Protserov, Sergey

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning

Provost, Jean

• Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion

Przybylska, Martyna

• SlideGuard: WSI Artifact Detection Benchmark

Prządo, Jakub

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Pu, Bin

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Pu, Cailing

• Cardiac Motion Transfer with Adaptive Physics Constraint
• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Pu, Keyu

• Towards Direction-Equilibrated Segmentation in 3D Medical Images

Pu, Yao

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Pudhota, Abhiraj

• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Puducheri, Shreyas

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Punwani, Shonit

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Pérez-Toro, Paula Andrea

• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Płotka, Szymon

• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Qaiser, Talha

• Cross-Modal Prediction of DNA Methylation from Histology Images

Qi, Chongchong

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Qi, Cong

• INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields

Qi, Guanqiu

• Towards Direction-Equilibrated Segmentation in 3D Medical Images

Qi, Hong

• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation

Qi, Jiansong

• Oneclass4ASD: Autism Spectrum Disorder Screening via One-class Classifier

Qi, Lei

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation

Qi, Lin

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Qi, Mengying

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Qi, Ming

• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Qi, Mingxin

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer
• GFR-MIL: Glance–Focus–Reflect Based Multiple Instance Learning for Multi-Scale Whole Slide Image Analysis

Qi, Muge

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Qi, Shouliang

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Qi, Wenjin

• IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

Qi, Yaolei

• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation
• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Qi, Yuankai

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Qian, Pengjiang

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Qian, Wei

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Qian, Yi

• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Qian, Yurong

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Qiang, Shuonan

• ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation

Qiang, Yan

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Qiao, Baojun

• TrustSyn: Reliable and Divergent Synergy for Mixed-Domain Fundus Segmentation

Qiao, Mengyun

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Qiao, Yuchuan

• Joint Multi-modal Learning for Susceptibility-Induced Distortion Correction in Diffusion MRI

Qin, Chendong

• Diagnose Like a Doctor: Misdiagnosis-Aware Structured Memory for Continual Learning of Medical Vision-Language Models

Qin, Feiwei

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network
• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Qin, Haonan

• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Qin, Hongyi

• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Qin, Huaiying

• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Qin, Jiaolong

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Qin, Jing

• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation
• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency
• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation
• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification
• Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings
• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Qin, Lei

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Qin, Qibing

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models
• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Qin, Tian

• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Qin, Xianzheng

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Qin, Yi

• CardiacPULSE: Frequency-Aware Self-supervised Cardiac Phase Detection in Echocardiography

Qin, Ziwei

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Qing, Linbo

• Modality-Agnostic Domain Generalizable Medical Image Segmentation via Self-Coordinated Focusing

Qiu, Anqi

• TGH-DB: Template-Guided Heteroscedastic Diffusion Bridge for Brain MRI-to-PET Synthesis

Qiu, Chunyu

• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction

Qiu, Jianwei

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Qiu, Li

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model

Qiu, Luyi

• PC-VLG: Position-Correlated Vision–Language Graph Alignment for Semi-supervised Medical Image Segmentation

Qiu, Peijie

• Active Source-free Domain Adaptation in Open-set Medical Image Segmentation via Decomposed Uncertainty and Prototype Discrepancy

Qiu, Shi

• UniLiver: Gradient-Conditioned Unified Model for Multi-target Hepatic Segmentation
• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• Surgical Video Temporal Grounding
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data
• LangOR: 3D Language Field Reconstruction for Operating Room

Qiu, Wu

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints
• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Qiu, Xihe

• Pressure-Tuned Auditor for Sycophancy-Resistant Breast Ultrasound VLM Diagnosis
• Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought
• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning
• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Qiu, Xingyu

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Qiu, Yue

• UniLiver: Gradient-Conditioned Unified Model for Multi-target Hepatic Segmentation
• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations
• SSPT: Spiking Serialized Point Transformer for Couinaud Segmentation in 3D Medical Data

Qiu, Yuheng

• Controllable Histopathology Image Synthesis with Training-Free Structural Initialization and Textural Modulation

Qiu, Zhike

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Qiu, Zhongwei

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Qiu, Zilang

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Qu, Chongyu

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

Qu, Haibo

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Qu, Liangqiong

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Qu, Wanying

• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Qu, Ziqiao

• Towards Versatile and Safe Multi-electrode Path Planning for SEEG Implantation

Quero, Giuseppe

• Hi-FL: Hierarchical Federated Learning Adaptation of Vision-Language Models for Multi-Institutional Surgical Phase Recognition

Ra, Sinyoung

• DIVER-Surv: Diffusion and Virtual-Node Graph Fusion for Cross-Cohort Glioma Survival

Rabinowich, Aviad

• Hierarchical Cautious Optimization for Semi-supervised Medical Image Segmentation

Radhakrishnan, Hamsanandini

• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Rafii-Tari, Hedyeh

• Automated Scope Pose Estimation in Real-World Robotic-Assisted Bronchoscopy with Integrated C-Arm Imaging

Rahman, Abdul

• SymmDiff: Symmetry-Guided Diffusion for Fracture Localization in Pelvic Radiographs

Rahman, Md Maklachur

• Dual-Domain Cross-Modal Decoding for Clinical Text-Guided Medical Image Segmentation

Rahman, Umaima

• Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision–Language Models

Rahmim, Arman

• Multi-Kernel Gated Decoder Adapters for Robust Multi-Task Thyroid Ultrasound under Cross-Center Shift

Rai, Kunal

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Rainville, Erin

• VesselSim: learning 3D blood vessel segmentation without expert annotations

Raissi, Siavash

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Rajapakse, Jagath C.

• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment
• Interpretable Structure-Function Coupling via State-Space Models for Brain Connectome Analysis

Rajasekar, Durga

• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty

Rajpoot, Nasir

• Cross-Modal Prediction of DNA Methylation from Histology Images

Rajpurkar, Pranav

• CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation

Rajwa, Pawel

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Ram, Keerthi

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Ramadass, Karthik

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Raman, Betty

• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography

Ramesh, Padmini

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Ramlal, Bharat

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Rani, Ankita

• TinyH2GNet: Exploring Lightweight Models for Gene Expression Prediction from H&E Images

Ranjan, Ravi

• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Rao, Nini

• B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation

Rao, Yuxuan

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Rapuri, Sampath

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

Rashid, Darakshan

• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Rashidian, Niki

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Rasoolzadeh, Nika

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Rathukohe Mudiyanselage, Lakmali Nadeesha Kumari

• Learning Class Difficulty via Dynamic Focal Attention for Histopathology Segmentation

Ravi, Ananya Lakshmi

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Ravindran, Balaraman

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Ray, Swachha

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Raza, Manahil

• Cross-Modal Prediction of DNA Methylation from Histology Images

Razavi, Reza

• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data

Razzak, Imran

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
• Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-identification
• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs
• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation
• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Reale, Carrie

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Reid, Nicole

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Reisenbüchler, Daniel

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations
• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Reiter, Gregor

• Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow

Reiß, Simon

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Rekik, Ahmed

• SS-IoSR: Self-supervised Intraoral Scans Repair

Remagnino, Paolo

• MAGEFormer: Learning Metric-Consistent Representations for Anisotropic CT Segmentation

Remedios, Samuel W.

• Contrast-Invariant Reference-Based Slice Thickness Estimation in MRI via Spectral Matching

Rempe, Moritz

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Ren, Changrui

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Ren, Chunxia

• Towards the Digital Dental Models: High-Fidelity CBCT-to-IOS Fusion via Anatomy-Aware Geometric Transformers

Ren, Ge

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Ren, Hongliang

• EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting
• CoGE: Sim-to-Real Online Geometric Estimation for Monocular Colonoscopy

Ren, Jiaojiao

• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Ren, Kevin Y. M.

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Ren, Ling

• Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided

Ren, Qin

• FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

Ren, Siyang

• Low-Resource Cross-Modality Nucleus Detection via One-Sided Domain Adaptation

Ren, Xuxiang

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis

Ren, Ya

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction

Ren, Yuyang

• Unsupervised and Segmentation-Free Phase Unwrapping for 4D Flow MRI Using Deep Image Prior

Ren, Zehua

• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution

Renard Penna, Raphaele

• Data-Driven Optimization of Prostate Sectorization from MRI

Rexeisen, Robin

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Reyes Vargas, Luis D.

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Reyes, Mauricio

• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting
• KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection

Reynaud, Hadrien

• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models

Reynolds, Hayley M.

• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Rezk, Eman

• Automated Disentangling Analysis of Skin Colour for Lesion Images

Ritter, Oliver

• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Rittscher, Jens

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Rivaz, Hassan

• VesselSim: learning 3D blood vessel segmentation without expert annotations
• Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning

Rivière, Denis

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

Ro, Du Hyun

• Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement

Robinson, John L.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Roby, Merjulah

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Roca, Vincent

• Anatomy- and Site-Guided 3D Patch Diffusion for Robust MRI Harmonization

Rodd, Bardia

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images
• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Rodriguez y Baena, Ferdinando

• Bridging the Markerless Tracking Validation Gap: Intraoperative X-Ray Workflow Integration

Rokuss, Maximilian

• Lost in the Folds: When Cross-Validation Is Not a Deep Ensemble for Uncertainty Estimation
• Feature Space Guidance for Breast Cancer Classification in DCE-MRI
• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Romero Avila, Joselyn

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Romero, Eduardo

• Computer-Assisted Intervention in Capsule Endoscopy: A Real-Time Edge-AI Auditing System

Rosati, Gabriele

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Rosati, Riccardo

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Roslan, Nur Syamiela

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction

Rosman, Guy

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Ross, Andrea K. M.

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Ross, Tayler D.

• Quantification of 3D Musculoskeletal CT Image-Based Biomarkers in the Lumbar Spine: Application in Metastatic Prostate Cancer

Roth, Daniel

• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

Rotkopf, Lukas T.

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Rout, Swapna Sourav

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Rowell, Jamie

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Roy, Hugues

• Unsupervised Brain Anomaly Detection as a Bayesian Inverse Problem with Diffusion Prior

Roy, Sudipta

• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting

Roychowdhury, Vwani

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Ruan, Dongsheng

• Cardiac Motion Transfer with Adaptive Physics Constraint

Ruan, Su

• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Ruano-Balseca, Josué

• Computer-Assisted Intervention in Capsule Endoscopy: A Real-Time Edge-AI Auditing System

Rubin, Geoffrey

• JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift

Rudan, John

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Rudravaram, Gaurav

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Rueckert, Daniel

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth
• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
• One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation
• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction
• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
• Deep Probabilistic Cerebrovascular Atlas
• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification
• 3D Cerebrovascular Shape Completion from Biplane Angiography and CTA Prior

Ruozzi, Veronica

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Russo, Salvatore

• Bridging the Markerless Tracking Validation Gap: Intraoperative X-Ray Workflow Integration

Rustamov, Zahiriddin

• One-Shot Data Selection for Medical Image Classification via Graph Coverage

Rustum, Quatullah

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Ruurda, Jelle P.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Ryu, Kanghyun

• Improved Vascular Segmentation via Binary Flow Matching with Straight-Path Regularization
• Coarse-to-Fine Meta-Reweighting with Dynamic Retrieval for Adult-to-Pediatric Domain Adaptation in Tumor Segmentation

Rüber, Theodor

• Text Guidance and Distance Gating Improve Detection and Segmentation of Focal Cortical Dysplasia

S, Swetha Lakshmi

• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty

S. Krishnan, Gokul

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

S. Sundaram, Sowmya

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Saadat, Armin

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection

Sabharwal, Ashutosh

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores
• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Sabouri Rad, Meghdad

• MASurv: Risk-Conditional Martingale Adversarial Training for Calibrated Multi-slide Survival Prediction in Whole-Slide Histopathology Images

Sabouri, Maziar

• Multi-Kernel Gated Decoder Adapters for Robust Multi-Task Thyroid Ultrasound under Cross-Center Shift

Sabuncu, Mert R.

• Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations
• ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning
• Network-Aware Bilinear Tokenization for Brain Functional Connectivity Representation Learning
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Sadafi, Ario

• Remixing Embeddings for Patient Augmentation in Data Scarce Multiple Instance Learning
• Measuring Prediction Uncertainty in Neural Cellular Automata

Sadegheih, Yousef

• Footprint-Guided Exemplar-Free Continual Histopathology Report Generation

Sadeh Gonik, Udi

• TOFlow: Learning-Based Isotropic Reconstruction and Flow Mapping from Multi-orientation TOF-MRA

Saeed, Numan

• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage
• Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision–Language Models
• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?
• From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction

Saeed, Shaheer U.

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

Saha, Anindo

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Sai Teja, Lekkala

• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage

Said, Soha

• From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction

Sajid, Md

• I²-Med: Interpretable Medical Inference Through Visual-Guided Dynamic Logits Calibration

Sakib, Abu Noman Md

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Salahuddin, Suaiba A.

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction

Salcan, Yusuf

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology

Salem, Mostafa

• CONNECT-4: Brain Connectivity-Guided Hyperedge Graph Fusion for Structural MRI to 4D Rest Functional MRI Synthesis

Salovic, Bojana

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Saltz, Joel

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Salvatierra, Maria Esther

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Samaras, Dimitris

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Samek, Wojciech

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Sampieri, Claudio

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Sang, Haolin

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Sang, Zifeng

• Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation

Santambrogio, Marco D.

• Learning to Optimize Radiotherapy Plans via Fluence Maps Diffusion Model Generation and LSTM-Based Optimization

Santeramo, Ruggiero

• MamaDino: Mammography-Aware Multi-view Attentional DINO for 3-Year Breast Cancer Risk Prediction

Santhirasekaram, Ainkaran

• Counterfactual Stress-Testing for Fixing Lung Cancer Segmentation Models

Santoli, Davide

• The Paper Has a GitHub, the GitHub Has a README, the README Has Nothing: Reproducibility Signals for Review Support

Santos, Diogo Reis

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Sapkota, Nishchal

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Saporta, Antoine

• Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models

Sarrami-Foroushani, Ali

• DINO-3DRA: Leveraging 2D Foundation Model Semantics for 3D Cerebral Aneurysm Segmentation

Sato Imuro, Sandra Emi

• Proxy-CAC: Learning Coronary Calcium Segmentation from Volume-Level Scores

Sato, Yoshinobu

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Satpati, Suresh

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Savvidou, Makrina

• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Saxena, Divya

• Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network

Scavone, Alessandro

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction

Schaake, Ryan

• Large-Scale Distributed GPU-Accelerated Respiratory Motion-Resolved Reconstruction of 3D Non-cartesian mGRE MRI

Schatz, Michael C.

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Scheinfeld, Adina

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Scheuplein, Joshua

• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator

Schieber, Hannah

• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

Schiele, Bernt

• Faithful, Interpretable Chest X-ray Diagnosis with Artifact-Free B-cos Networks

Schirrmeister, Robin Tibor

• Scalable Training of Spatially Grounded 2D Vision–Language Models for Radiology

Schissel, Caroline

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Schlimbach, Marco

• PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation

Schmidt, Adam

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Schmidt, Andre

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Schmidt, Börge

• Demographic-Conditioned State Space Models for ECG-Based Age Estimation

Schmidt, Gustav

• Ordinal Diffusion Models for Color Fundus Images

Schmidt-Erfurth, Ursula

• Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow

Schnabel, Julia A.

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Schneeberger, Maurice

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Schneider, Dominik

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

Schneider, Linda-Sophie

• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator

Schneider, Ruth B.

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Schousboe, John T.

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Schouten, Daan

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Schreyer, Andreas

• Exploiting Longitudinal Context in Clinician-Verified Interactive Lesion Tracking

Schultz, Thomas

• Text Guidance and Distance Gating Improve Detection and Segmentation of Focal Cortical Dysplasia

Schulz, Volkmar

• PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction

Schunkert, Heribert

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Schwartz, Maya

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Schöller, Job H. J.

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Schönlieb, Carola-Bibiane

• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection

Seal, Srijit

• SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology

Seddiqi, Mustafa

• Device-Constrained Real-Time EVD Catheter Segmentation

See, Kai-Jun

• Multilayer Modularity-Aware Graph Autoencoder for Detecting Subpopulation Community Structure in Dynamic Brain Networks

Seeböck, Philipp

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Seenivasan, Lalithkumar

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Segars, Paul

• AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation

Seibold, Constantin

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Seibold, Matthias

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance
• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Sejer, Emilie Pi Fogtmann

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Self, Alice

• Visual-Query Curriculum Learning for Rare Fetal Biometry Plane Detection in Blind-Sweep Ultrasound Video

Sengupta, Roni

• Understanding Model Behavior in Monocular Polyp Sizing

Senne, Miriam

• Non-intrusive Body Composition Assessment from Full-Body mmWave Scans

Sentasci, Eminenur

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Sentker, Thilo

• Non-linear INR-Based Motion Modeling for 4D Radiotherapy

Seo, Dong-hyuk

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Seo, Donghyeon

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

Seo, June Young

• Distilling Temporal Coherence Into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation

Seo, MinKyung

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Seo, Sang Hoon

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Seo, Sumin

• Anatomy-Grounded Synthetic Coronary Angiography for Geometry-Informed Multi-view Matching

Seong, EonSeung

• wBCAM: Windowed Bi-directional Cross-Attention with Mamba for Enhanced 3D Vascular Reconstruction in Free-Hand Photoacoustic and Ultrasound Imaging

Serio, Luigi

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Serra, Giuseppe

• FedAgree: Label-Free Performance Estimation Under Distribution Shift for Federated Medical Imaging Analysis

Serva, Allan

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

Seshadri, Suresh

• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Seyfarth, Marvin

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers
• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Shafay, Muhammad

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Shah, Atharva Jaydeep

• PRISM: Differentiable Analysis-by-Synthesis for Fixel Recovery in Diffusion MRI

Shah, Nami

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Shah, Payal

• Oculo: A Multilabel Dataset for the Identification of Ocular Abnormalities from Ultrasound Images

Shahbazi Feshtali, Shirin

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Shahzadi, Iqra

• Mutually Promoted Medical Image Segmentation and Classification via Prompt-Driven Interaction

Shailya, Krithi

• KANEx: Translating Kolmogorov-Arnold Networks’ Interpretability to Medical Explainability

Shan, Caifeng

• Structural-Semantic Aware Information Reduction for Asymmetric EEG-Visual Alignment
• MLLM-Enhanced Region-Aware Bidirectional Evidence-Based Model for Tongue Diagnosis
• Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation
• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Shan, Hongming

• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation
• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI
• Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography

Shan, Jiwei

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Shang, Fanhua

• Breaking Teacher’s Mean Regression Bias: Boundary-Aware Contrastive Distillation for Endoscopic Super-Resolution

Shang, Wenlei

• ECHO: Estimated Composite Hybrid Observation for Zero-Shot Self-Supervised MRI Reconstruction

Shantsila, Alena

• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Shantsila, Eduard

• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Shao, Jianjun

• Disease-Consistent Visual-Text Alignment and Fusion for Reliable Radiology Report Generation

Shao, Liangjing

• CoGE: Sim-to-Real Online Geometric Estimation for Monocular Colonoscopy

Shao, Minye

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

Shao, Wei

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Shao, Yuchen

• FairGE: Gated Expert Routing for Intersectional Fairness in Medical Foundation Models

Sharaev, Maxim

• BioGuide: Biomedically-Guided Segmentation for Medical Tasks
• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Sharma, Gagan

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Sharma, Rakesh

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Sharshar, Ahmed

• PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization

She, Ruiling

• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Sheha, Aliaa Sayed

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Shehzad, Mansoor

• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Sheikholeslami, Afrouz

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Sheiman, Laura

• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching

Shen, Ao

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image
• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Shen, Chen

• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Shen, Chih-Tsung

• ESRT: Endoscopic Stereo Reconstruction Transformer

Shen, Dinggang

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling
• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• Uni-Brain: Anatomy-Informed Diffusion for Multi-Tracer Synthesis and Counterfactual Prognosis from Cross-Sectional Data
• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance
• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis
• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration
• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation
• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening
• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis
• Bridging EEG to fMRI: Semi-Supervised Functional Connectivity Translation via Latent Alignment
• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data
• A 3D Unrolling Framework for Joint Sodium MRI Reconstruction and Concentration Quantification

Shen, Fumin

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Shen, Gang

• EmERGE: A Multimodal LLM-Based Evidence-Mediated ECG Report Generation and Evaluation Approach

Shen, Haozheng

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Shen, Heng Tao

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Shen, Hongxing

• Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs

Shen, Hualei

• Frequency and Geometry Guided Graph Clustering for Weakly Supervised Skin Lesion Segmentation

Shen, Hui

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis

Shen, Jeanne

• TRIAGE-MIL: Multi-axis Instance Selection and Semantic Hypergraph Modeling for Survival Prediction from Whole-Slide Images

Shen, Li

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction

Shen, Linlin

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation
• MoCaf-Mamba: Modality Completion and Alignment in Feature Space for Missing-Modality Segmentation
• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Shen, Qianqian

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation

Shen, Wei

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Shen, Wenyue

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Shen, Xinke

• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Shen, Xiongri

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Shen, Yaling

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Shen, Yiqing

• Training LLMs with Reinforcement Learning over Digital Twin Representations for Reasoning-Intensive Surgical VideoQA
• Reasoning Text-to-Video Retrieval for Operating Room Clips via Action-Driven Digital Twins
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Shen, Yiyang

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Shen, Yufei

• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Shen, Zhenrong

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers

Shen, Zhijie

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

Shen, Zihan

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Sheng, Bin

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation

Sheng, Xuan

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Sheuka, Natallia

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Shewarega, Annabella

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Shi, Bo

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging

Shi, Bowen

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Shi, Caiping

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Shi, Danli

• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval

Shi, Feng

• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• A Versatile Prompt-Driven Framework for Brain Segmentation, Parcellation, and Surface Reconstruction from Diverse Modalities

Shi, Fuqian

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Shi, Hairong

• MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation

Shi, Haoyan

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Shi, Haoyuan

• Collaborative Topology and Connectivity Learning for EM Neuron Segmentation

Shi, Jian

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Shi, Jiayang

• Efficient Flow Matching for Sparse-View CT Reconstruction

Shi, Jun

• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Shi, Kuangyu

• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Shi, Lu

• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI

Shi, Tianyi

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Shi, Tianyu

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations
• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Shi, Weiyang

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Shi, Weizhuo

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification

Shi, Wuzhen

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation

Shi, Xiaoshuang

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Shi, Xiaoyu

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Shi, Xueyi

• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models

Shi, Yangyang

• Towards Versatile and Safe Multi-electrode Path Planning for SEEG Implantation

Shi, Yiming

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis
• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Shi, Yinghong

• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Shi, Yinghuan

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation
• BRAIN: Bi-directional Motion Reasoning with Dynamic Memory Pruning for Surgical Video Segmentation

Shi, Yiyu

• Hierarchical Memory for Radiology Report Generation with Rich Context
• Group-Conditioned Representation Modulation for Fair Skin Disease Diagnosis
• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Shi, Yonggang

• FluxCut: Shifting from Global Reconstruction to Local Geometry for Unsupervised Small Lesion Segmentation

Shi, Yu

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound
• Deep Probabilistic Cerebrovascular Atlas

Shi, Yufei

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Shi, Yulong

• AutoLand: A Data-Efficient Automated Agentic Workflow for Universal Medical Landmark Detection

Shi, Zhuofan

• SA-CFM: Structure-Aware Continuous Flow Matching for Normative Modeling of EEG Microstate

Shibaki, Ryota

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Shifai, Naweed

• D2C: Data-Efficient Skin Lesion Classification for Clinical Images by Representation Alignment Using Dermoscopic Resources

Shin, Damian S.

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Shin, Jisu

• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Shin, Min-Ho

• Brain-Specialized Self-supervised Learning: Neuroanatomy-Aware Spatial Priors for 3D Brain MRI

Shin, Na Mi

• Ordinal Priors for Colonoscopy Temporal Segmentation

Shin, Won-Yong

• Accurate Reconstruction of the Standard 12-Lead ECG from a Single Lead Based on Inherent Principles of ECG

Shin, Woncheol

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva

Shin, Yonghan

• LRMIL: Efficient Low-Resolution Multiple Instance Learning via High-Resolution Knowledge Distillation for Whole Slide Image Classification

Shit, Suprosanna

• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models

Shoby, Abin

• Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation

Shrestha, Yash Raj

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Shrivastava, Gunjan

• ImPartial: Multi-channel Whole-Cell Segmentation Using Partial Annotations

Shu, Hai

• Self-supervised Learning on Lingual Ultrasound Video Encodes Clinically Meaningful Articulatory Structure of Rhotic Production in Residual Speech Sound Disorder

Shu, Huazhong

• Patient-Conditioned Vision–Language Priors with Stable Mixture-of-Experts for Label-Efficient Alzheimer’s MRI Staging

Shu, Jia

• CalibSleep: Cross-Modal Calibration and Rule-Aware Learning for Automatic Sleep Stage Classification

Shu, Shelley Zixin

• KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection

Shu, Xiangbo

• MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation

Shu, Xujun

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Shu, Yiran

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Shui, Wuyang

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Shukla, Pooja

• A Counterfactual Framework for Directional Cell–Cell Interaction Analysis in Spatial Transcriptomics

Shuvo, Md Rezowan H. F.

• OCS-MAMBA: Object-Centric, Logic-Guided Approach for Surgical Action Understanding

Si, Weixin

• Towards Versatile and Safe Multi-electrode Path Planning for SEEG Implantation
• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs
• Physics-Inspired Continuous Transformer for Fast QDSA Reconstruction
• Frequency-Aware Prototype Learning in VLM for Intracranial Aneurysm HR-VWI Segmentation

Sia, Ching-Hui

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR
• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology
• CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

Sicilia, Rosa

• Multi-agent Test-Time Adaptation for Robust Medical Image-to-Image Translation

Sick, Beate

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction

Siddiqi, Noreen S.

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Sideri-Lampretsa, Vasiliki

• Sparse Autoencoders for Interpretable Medical Image Representation Learning

Sidiropoulos, Konstantinos

• LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation

Sifaoui, Sofiane

• Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging Applications

Sikder, Shameema

• HoughSAM: Geometry-Guided Zero-Shot Segmentation of Main Incision in Cataract Surgery Using SAM2 for Skill Assessment

Silva, Wilson

• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Silva-Rodríguez, Julio

• Trustworthy Endoscopic Super-Resolution

Silvestre, Guénolé

• Dual Agreement Consistency Learning for Semi-supervised Fetal Ultrasound Segmentation

Sim, Jaeyoon

• Spectral-Temporal State Space Modeling on Functional Brain Networks
• Set-Inclusive Uncertainty Modeling for Robust Brain Tumor Segmentation

Sim, Kang

• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment

Sim, Marc

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Sin, Don

• Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis

Singh, Abhishek Kumar

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG

Singh, Gagneet

• Cervical Vertebral Maturation Staging from a Continuous Perspective

Singh, Peeyush Kumar

• VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis

Singh, Pooja

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG

Singh, Prabal Pratap

• Learning to Segment Burns with Limited Labels: A Dual-Path Cascaded Network with Uncertainty-Guided Teacher Diffusion Exposure

Singh, Pranay

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Singh, Sneha

• VarDeFlow: Variational Deformation Learning with Flow Matching for Multi-organ Cross-Modality Medical Image Synthesis

Singh, Suryakant

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Singh, Vipul Kumar

• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Sinha, Prateik

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Sitek, Arkadiusz

• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Sivakumar, Ssharvien Kumar

• SWoMo: Neuro-Symbolic World Model for Cataract Surgery Simulation
• Group Equivariant Diffusion for Anomaly Detection in Computational Cytology

Sivaprakasam, Mohanasankar

• SurfMark3D: Surface-Based Graph Convolution Framework for Distal Femoral Landmark Localisation in Total Knee Arthroplasty
• SMART-KNEE: Sparse-Morphology Based Anatomical Reconstruction Using Topology-Aware Networks for Imageless Total Knee Arthroplasty
• SAVer: Structure-Aware Validation of Standard Fetal Head Planes via Clinically Grounded Anatomical Completeness

Slabaugh, Gregory

• SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology

Slagle, Jason

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Slim, Naim

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

Smaoui, Oussama

• SS-IoSR: Self-supervised Intraoral Scans Repair

Smith, Kaleb

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Sneha

• SAFE-Diff: Structurally Anchored Diffusion for Anatomically Faithful CT Image Super-Resolution

So, Tiffany Y.

• Attenuation-Resilient Alternating Optimization for Laparoscopic Liver Landmark Detection

Soberanis-Mukul, Roger

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation

Soda, Paolo

• Retrieval-Augmented Anatomical Guidance for Text-to-CT Generation
• Multi-agent Test-Time Adaptation for Robust Medical Image-to-Image Translation

Sodickson, Daniel K.

• L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI

Sohn, Chul-Ho

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation
• Evidential Perfusion Physics-Informed Neural Networks with Residual Uncertainty Quantification

Sokol, Malgorzata

• SlideGuard: WSI Artifact Detection Benchmark

Solis Soto, Luisa Maren

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Somford, Diederik

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Sommersperger, Michael

• Physics-Based iOCT Sonification for Real-Time Interaction Awareness in Subretinal Injection

Son, Chang-Hwan

• Collaborative Multiscale Representation Learning for AMD Detection

Son, Inhwa

• Decouple and Reason: Anatomically Guided Two-Stage Grounding of Lung Lesions in 3D Chest CT from Free-Text Reports

Son, Jiwon

• Sulcus-Aware Hippocampal Surface Modeling with Training-Time Sulcus-Guided Learning
• SPHARM-Mamba: Rotation-Invariant Multiscale Modeling for Brain Age Prediction
• Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Son, Jungjae

• Trackerless Ultrasound Pose Estimation via Correspondence-Aware Tokenization and Flow-Matching Transformers
• Real-Time 6D Ultrasound Probe Pose Tracking in Freehand Scanning

Sonbol, Riad

• Inflated Performance in fMRI-Based ASD Diagnosis: A Reproducibility Study of Data Leakage in Feature Selection Pipelines

Song, Anthony A.

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Song, Chanjae

• SAM-Cluster and SAM-LP: Structure-Aware Evaluation Metrics for Selecting WSI Feature Extractors Without MIL Training

Song, DaeSeok

• Beyond Landmarks: Anchor-Guided Orientation Regression for Robust Spinopelvic Measurement

Song, Dejuan

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation

Song, Guangying

• OrthoFlow: Decoupled Landmark Prediction and Image Synthesis for Orthodontic Treatment Outcome Visualization

Song, HaoJie

• Think Global, Look Focal: Dual-Stream Retrieval-Augmented Pathology Report Generation for Whole Slide Images

Song, Hong

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Song, Jaemin

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Song, Jianping

• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Song, Jinmiao

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Song, Ming

• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Song, Rihui

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images

Song, Ruoxian

• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Song, Shaoli

• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Song, Shiji

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Song, Sifan

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Song, Tianyi

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Song, Wenfeng

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation

Song, Xiao

• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Song, Xiaomeng

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Song, Xinxian

• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Song, Yang

• ConstTrack: Constellation-Guided Cell Tracking Under Lineage Constraints

Song, Yanli

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling

Song, Yu

• CT2-DiT: Enabling Abdominal Non-contrast to Contrast-Enhanced CT Translation with Diffusion Transformers in the Low-Data Regime

Song, Yujee

• ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Song, Zhiyun

• Unified Multimodal Model for Brain MRI Imputation and Understanding
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Song, Zhuojin

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation

Songdechakraiwut, Tananun

• Bayesian Topological Analysis of Brain Networks

Soni, Vinay

• Cervical Vertebral Maturation Staging from a Continuous Perspective

Soon, Ren Jun

• Physiology-Aligned Hierarchical Network for Heart Murmur Detection

Soyer, H. Peter

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Spampinato, Concetto

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Spiegel, Thomas

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Spieker, Veronika

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Sridharan, Sridha

• PhaseMamba: Two-Stage Learning from Short Clips to Full Procedures for Online Surgical Phase Recognition

Srikanthan, Dilakshan

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Srivastava, Ayush

• Inverse Protocol Prediction from Spheroid Microscopy Imaging via Morphology-Aware Structured Learning

Ssemakula, Paul

• SAM-Cluster and SAM-LP: Structure-Aware Evaluation Metrics for Selecting WSI Feature Extractors Without MIL Training

Staib, Lawrence H.

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Standish, Kristopher

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Stang, Andreas

• Demographic-Conditioned State Space Models for ECG-Based Age Estimation

Starck, Sophie

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations

Statsenko, Yauhen

• BioGuide: Biomedically-Guided Segmentation for Medical Tasks

Stavrinides, Vasilis

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation

Steel, Benjamin

• BioGait-VLM: A Tri-Modal Vision–Language–Biomechanics Framework for Interpretable Clinical Gait Assessment

Steger, Alexander

• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Stegmaier, Johannes

• PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction

Stiefelhagen, Rainer

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Stoffl, Lucas

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Stolt-Ansó, Nil

• Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Stone, Nick

• Wavelet-Guided Spectral–Spatial Learning for Medical Hyperspectral Image Segmentation

Stoyanov, Danail

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery
• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Strobel, Klaus

• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising

Strotzer, Quirin

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Studenikina, Anastasiia

• BC-MultiSet: A Multi-target Dataset and Benchmark for Clinical Tasks in Breast Cancer

Studer, Daniel

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Su, Fei

• NR-Align: Non-rigid Alignment for Non-simultaneous Two-View 3D Coronary Reconstruction in Complex Cardiac Interventions

Su, Hang

• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis

Su, Hong

• Towards the Digital Dental Models: High-Fidelity CBCT-to-IOS Fusion via Anatomy-Aware Geometric Transformers

Su, Jason

• On the Behavior of Calibration Error Under Rater Disagreement

Su, Jiawei

• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Su, Jingyong

• Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping

Su, Jionglong

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage

Su, Li

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Su, Na

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Su, Nan

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Su, Ran

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics
• HERO: Hypothesis-Driven Evidence Retrieval from Omics for Multi-task Breast Cancer Analysis
• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Su, Ruisheng

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

Su, Yiping

• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Su, Yixin

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation

Su, Yuting

• Mask-Guided Attention Regulation for Anatomically Consistent Counterfactual CXR Synthesis
• Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA

Subramanian, Barathi

• TRIAGE-MIL: Multi-axis Instance Selection and Semantic Hypergraph Modeling for Survival Prediction from Whole-Slide Images

Sudais, Qasim

• Benchmarking Video Foundation Models for Remote Parkinson’s Disease Screening

Sudre, Carole H.

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Sugano, Nobuhiko

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Suh, Minjy

• Cross-Modal Concept Transfer: From ECG Signals to Images for Explainable Disease Prediction

Sulake, Nikhileswara Rao

• Digital Twin of the Lung from Wearable Biosignals for Real-Time Respiratory Monitoring

Sultan, K. M. Arefeen

• MedConcept: Unsupervised Concept Discovery for Interpretability in Medical VLMs
• AC-MIL: Weakly-Supervised Atrial LGE-MRI Quality Assessment via Adversarial Concept Disentanglement

Sun, Changjin

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Sun, Chao

• UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis
• TraceCXR: Verifiable Chest X-ray Reports via Evidence-Addressable Graph Prompting
• SonoCLIP: Mask-Guided Region-Aware Vision–Language Pretraining for Fetal Ultrasound Analysis

Sun, Cuiling

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Sun, Dai

• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction

Sun, Desheng

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Sun, Hai

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Sun, Haowei

• LangOR: 3D Language Field Reconstruction for Operating Room

Sun, Hongzan

• CPS4: Class Prompt Driven Semi-supervised Spine Segmentation with Class-Specific Consistency Constraint

Sun, Jiajun

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Sun, Jian

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Sun, Jianqi

• Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs

Sun, Jiarui

• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification

Sun, Jiashuo

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

Sun, Kaicong

• Uni-Brain: Anatomy-Informed Diffusion for Multi-Tracer Synthesis and Counterfactual Prognosis from Cross-Sectional Data
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance
• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis
• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration
• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data
• A 3D Unrolling Framework for Joint Sodium MRI Reconstruction and Concentration Quantification

Sun, Kun

• APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation

Sun, Li

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Sun, Liang

• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Sun, Lili

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning

Sun, Minghao

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Sun, Qiyu

• URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection
• BrainHTF: Learning Causal Graph Representation of Brain Connectome with Hyperbolic Transformer

Sun, Qizhen

• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement

Sun, Rui

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Sun, Ruitong

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Sun, Shikun

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Sun, Shuifa

• SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition

Sun, Tianyuan

• PhyRadGS: Physics-Aware Radiative Gaussian Splatting for Fly-Scanning CBCT Reconstruction

Sun, Xiaodong

• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Sun, Yifei

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

Sun, Yihua

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks
• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs
• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Sun, Yipeng

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Sun, Yiqun

• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Sun, Yu

• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Sun, Yue

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Proactive Domain Unification for Robust Echocardiography Segmentation
• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Sun, Yunyun

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

Sun, Yusong

• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Sun, Zhaoyi

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Sun, Zhe

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Sun, Zhenguo

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Sun, Zijun

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• From Exams to Trajectories: Neural Controlled Differential Equations for Longitudinal Mammography Vision-Language Pretraining

Sundaresan, Vaanathi

• FedProIn: Mitigating Client Drift for Learnable Prototypes in Federated Medical Imaging

Sung, Jaeyi

• Anatomy-Structured Hierarchical MIL for Weakly-Supervised Thoracic Disease Detection in Chest X-Rays

Suo, Hao

• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Suo, Shiteng

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Surace, Lindsey

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Suter, David

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Suttels, Véronique

• Hierarchical Multi-Video Multiple Instance Learning: AI-Interpreted Point-of-Care Ultrasound for TB Detection

Sutter, Reto

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Swiderska-Chadaj, Zaneta

• SlideGuard: WSI Artifact Detection Benchmark

Switzer, Brooke

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Syed, Naveed

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Syeda-Mahmood, Tanveer

• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Szmul, Adam

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Szymanski, Lukasz

• SlideGuard: WSI Artifact Detection Benchmark

Søndergaard, Peter Lempel

• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Sühling, Michael

• Reducing Expert Annotation Effort for CTA Vessel Delineation with Synthetic Pretraining

Taati, Babak

• Probabilistic Multi-rater Segmentation via Style-Aware Boundary Conditioning
• PriLoRA: Prior-Conditioned Low-Rank Adapters for Medical Vision Models

Tabatabaei, Saleh

• Quantification of 3D Musculoskeletal CT Image-Based Biomarkers in the Lumbar Spine: Application in Metastatic Prostate Cancer

Tagare, Hemant D.

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator
• MammoFlow: Multiview Mammogram Synthesis with Anatomically Consistent Flow Matching
• Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis

Taiello, Riccardo

• FedSwitch: From Standard to Balanced Aggregation via Private Histogram Estimation in Federated Medical Image Classification

Takabayashi, Kaito

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Takac, Martin

• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging

Takao, Masaki

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Takei, Mizuki

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Tam, Roger

• CiLA: Knowledge-Preserving Self-supervised Adaptation of CLIP for Fundus Imaging
• Anatomy-Aware Hierarchical Multiple Instance Learning for Interpretable COPD Diagnosis and Phenotype Analysis

Tan, Binyu

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Tan, Bohan

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding

Tan, Cong

• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Tan, Dayu

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Tan, Dongtao

• Shape-Scale Aware Diffusion Models for Weakly Supervised Medical Image Anomaly Detection

Tan, Hongrui

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Tan, Jiaqi

• APEX-SAM: Anatomy-Aware Prompting with Expert Retrieval for Training-Free Medical Image Segmentation

Tan, Jie

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Tan, Jiyang

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability

Tan, Kaiwen

• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction

Tan, Min

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Tan, Minhui

• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis

Tan, Qingxiong

• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis

Tan, Ru-San

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Tan, Rui

• Modality-Agnostic Domain Generalizable Medical Image Segmentation via Self-Coordinated Focusing

Tan, Shuai

• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis

Tan, Shuangyi

• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Tan, Tao

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis
• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Proactive Domain Unification for Robust Echocardiography Segmentation
• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification
• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Tan, Xiaoyu

• Pressure-Tuned Auditor for Sycophancy-Resistant Breast Ultrasound VLM Diagnosis
• Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought
• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning
• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Tan, Yen Y.

• SYNPRED: A Synergistic Approach to Multimodal Learning for Clinical Prediction

Tan, Zhi Qin

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Tanadini-Lang, Stephanie

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Tanaka, Toshihisa

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Tang, Chaoxiang

• Semantic-Consistent Dual-Image Vision-Language Alignment via Modality Routing for 3D PET/CT

Tang, Enqi

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Tang, Feilong

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Tang, Hao

• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification
• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT

Tang, Haoyuan

• VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography

Tang, Hui

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Tang, Jiaqi

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation

Tang, Jingfeng

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis

Tang, Longbin

• Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning

Tang, Lu

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Tang, Rui

• Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis

Tang, Runyu

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI

Tang, Shiqin

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Tang, Wenjie

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Tang, Wentao

• Modality-Agnostic Domain Generalizable Medical Image Segmentation via Self-Coordinated Focusing

Tang, Xiaoying

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs
• Learning Invariant Anatomical Representations from Multi-Sequence MRI for Brain Segmentation
• CiLA: Knowledge-Preserving Self-supervised Adaptation of CLIP for Fundus Imaging

Tang, Xue

• SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities

Tang, Yan

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Tang, Ye

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Tang, Yihang

• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Tang, Yongjun

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Tang, Yucheng

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Tang, Zhangyong

• Multi-Stage Dilated Convolution-Mamba Network for Surgical Action Triplet Recognition

Tang, Zhaoqing

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Tang, Zhenyu

• A Heterogeneous Prognosis Prediction Framework with Global Brain Connectivity and Local Image Features

Tang, Zhiwen

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Tang, Zijian

• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction

Tanioka, Satoru

• ReScan-IA: A Spatially-Adaptive Diffusion Framework for Controllable 3D Intracranial Aneurysm Inpainting

Tantawy, Salma Hassan

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Tanveer, Mohammad

• I²-Med: Interpretable Medical Inference Through Visual-Guided Dynamic Logits Calibration

Tao, Dapeng

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Tao, Guowei

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

Tao, Haisu

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation

Tao, Qian

• Slim nnU-Net: Revisiting nnU-Net Self Configuration from an Optimization Angle
• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

Tao, Qin

• SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition

Tao, Xiaodong

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Tao, Yitian

• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Tariq, Abdullah

• VisiFAT: Estimating Visceral Fat from Dual-View DXA Scans Using Cross-View Attention

Tarnpradab, Sansiri

• HiFi-Rep: Leveraging High-Resolution Vision Foundation Models with Tri-Planar Slice Context for CT Report Generation

Taso, Manuel

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Tavangar, Arash

• Expert-like Bone Ultrasound Segmentation through Expert-in-the-loop Mask-conditioned Progressive Learning

Tayebi Arasteh, Soroosh

• Differential Privacy Representation Geometry for Medical Image Analysis

Taylor, Alexandra

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Taylor, Paul

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Taylor, Russell H.

• Human-AI Collaboration for 2D/3D Registration Quality Assurance

Teng, Lin

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation
• BiC-ODE: Bidirectionally Coupled Neural ODEs for Rapid Laminar Surface Reconstruction of the Human Cortex from 5T MRI

Teng, Xinzhi

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Tesfai, Freweini M.

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Teunissen-Bermeo, Eric

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Teuwen, Jonas

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization

Thanki, Abhishek

• Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations

Thawakar, Omkar

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Thawkar, Ritesh

• How Good Are Foundation Models in Longitudinal MRI Disease Progression Reasoning?

Thellier, Elie

• High-Capacity Robust Medical Image Exfiltration via Neural Network Weight Replacement

Thomas, Sarina

• EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis

Thorley, Natasha

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Thrun, Solveig

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• From Exams to Trajectories: Neural Controlled Differential Equations for Longitudinal Mammography Vision-Language Pretraining

Tian, Chao

• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection

Tian, Chunlin

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Tian, Grace

• Microglia-RTS: Instance Segmentation of Microglia in Hypoxic Ischemic Fetal Sheep Brain Histology

Tian, Jie

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis
• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model
• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Tian, Mengxin

• Joint Biomarker and Survival Prediction via Concept-Conditioned Multimodal Slot Factorization

Tian, Mingxuan

• IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4

Tian, Qing

• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Tian, Qiyuan

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• FetalAgents: A Multi-Agent System for Fetal Ultrasound Image and Video Analysis
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Tian, Shengwei

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Tian, Tian

• MEC: Medical Evidence Capsules for Retrieval-Augmented Generation in Medical Multimodal Question Answering

Tian, Xu

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI

Tian, Yifei

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Tian, Yun

• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation
• Disease-Consistent Visual-Text Alignment and Fusion for Reliable Radiology Report Generation

Tian, Zhiqiang

• HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis

Timbi, Zumnan

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Timklaypachara, Watcharapong

• MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning
• KAN-AINet: Kolmogorov-Arnold Network with Adaptive Illumination Modulation for Generalizable Polyp Segmentation

Ting, Chee-Ming

• Multilayer Modularity-Aware Graph Autoencoder for Detecting Subpopulation Community Structure in Dynamic Brain Networks

Tirhekar, Harsh

• Posterior-Aware Motor Phenotyping with Multimodal Imaging Validation in Parkinson’s Disease

Tisdall, M. Dylan

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Tiulpin, Aleksei

• Landmark-Free Assessment of Lower-Limb Alignment with Implicit Neural Shape Functions from Knee Radiographs

Tlemsani, Adam

• MuellerPT: Decomposition Driven Pre-training for Dense Learning in Mueller Polarimetry

To, Michael K. T.

• From Sparsity to Geometry: Spatial Modeling for 3D Reconstruction from Biplanar Bone X-rays

To, Minh Nguyen Nhat

• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression

To, Minh-Son

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts
• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling

Todd, Omar

• Latent-to-Latent Flow for Volumetric Stochastic Segmentation

Tolenaar, Jip L.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Tolsgaard, Martin

• Are Foundational Models Less Biased Than Specialized Models? An Ultrasound Study

Tomar, Nikhil Kumar

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes

Tomiyama, Noriyuki

• U-ReLSE: Voxel-Wise Evidential Uncertainty-Regularized MIL for Vertebral Metastasis Detection with Hybrid Supervision

Tonetti, Maurizio

• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Tong, Mingzhao

• Self-supervised Longitudinal Neuroimaging Augmentation for Continuous Staging of Alzheimer’s Disease

Tong, Raymond Kai-yu

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Tong, Yuqi

• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations

Topf, Michael

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Torki, Marwan

• BIGUS: Beam Integrated Gaussian Scattering for Continuous Ultrasound View Synthesis

Tortora, Matteo

• Multi-agent Test-Time Adaptation for Robust Medical Image-to-Image Translation

Tounsi, Saeb

• Geometric-to-Semantic Spherical Transfer Learning for Cortical Sulci Labeling

Toupin, Solenn

• Pix2Rep-v2: Data-Efficient Representation Learning for Dense Medical Imaging Applications

Toxopeus, Tijmen

• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

Tozzi, Francesca

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Tran, Vu Anh

• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology

Traub, Jeremias

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI

Tregidgo, Henry F. J.

• MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

Trinh, Dinh Hoan

• Mamba Based Anisotropic Diffusion Model for Speckle Noise Reduction in Ultrasound Images

Trinh, Quoc-Huy

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes

Tripathy, Smiti

• Disentangling Uterine and Bladder Activity in Paired EHG-MRI Data Using Anatomy-Guided Multicluster Beamforming

Tristram, Felix

• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

Trivedi, Premal

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Trotman, Winifred

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Truhn, Daniel

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models
• Differential Privacy Representation Geometry for Medical Image Analysis
• Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study

Trujillo, Paula

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Truong Vu, Yen Nhi

• On the Behavior of Calibration Error Under Rater Disagreement

Truong, Tuan

• Revisiting Integration of Image and Metadata for DICOM Series Classification: Cross-Attention and Dictionary Learning

Tsai, Po-Wei

• ESRT: Endoscopic Stereo Reconstruction Transformer

Tsai, Ting Yu

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Tsai-Goodman, Beverly

• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Tsang, Teresa S. M.

• WaCT-US: Cyclic-Alignment Scaled Contour Tubes for Efficient, Calibrated Uncertainty in Echocardiography
• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification
• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression

Tsiknakis, Manolis

• SkepticalNet: A Safety-Aware Interactive Segmentation Framework for Neuro-Oncology

Tsoi, James Kit Hon

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Tsukahara, Akihiro

• Toward Markerless Video-Based Tremor Analysis: Objective Quantification of Pathological Tremor in Mouse Preclinical Models

Tuo, Hongmei

• EndoDA3: Unified Depth and Pose Estimation for Endoscopic Video

Turgut, Özgün

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
• Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-view Echos
• Cross-Modal Contrastive Learning of ECG and Angiography Representations for Severe Stenosis Classification

Turuwhenua, Jason

• TrustSyn: Reliable and Divergent Synergy for Mixed-Domain Fundus Segmentation

Twilt, Jasper

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Uchida, Wataru

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Uemura, Keisuke

• Learning Quantitative Calibration of Computed Tomography for Bone Mineral Density Estimation Using Multi-Center Data

Uhm, Kwang-Hyun

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification
• Decouple and Reason: Anatomically Guided Two-Stage Grounding of Lung Lesions in 3D Chest CT from Free-Text Reports

Ujjain, Siddhant

• Evidential Neural Networks for Uncertainty-Aware Alzheimer’s Disease Screening from Resting-State EEG

Ulrich, Constantin

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI

Umer, Rao Muhammad

• Genetically Aligned Patient Representations Improve Hematological Diagnosis

Unberath, Mathias

• Training LLMs with Reinforcement Learning over Digital Twin Representations for Reasoning-Intensive Surgical VideoQA
• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• Research Design Considerations for Empirical User Studies in MICCAI
• Reasoning Text-to-Video Retrieval for Operating Room Clips via Action-Driven Digital Twins
• Human-AI Collaboration for 2D/3D Registration Quality Assurance
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Ungi, Tamas

• AI-Driven Pulmonary Congestion Assessment for Lung Ultrasound via Segmentation-Guided Transformers

Unlu, Umur Goktug

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Urrutia, Robin

• Where Is the Needle Tip? VA Sensing Reveals Hidden Needle-Tissue Transitions During US Guidance
• When Tissue Speaks: Vibroacoustic Monitoring of Tissue Response During Electrosurgery

Vakalopoulou, Maria

• Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
• From Patches to Patients: A Study of the Tile-to-Slide Performance Transferability in Digital Pathology
• CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification

Valdivia, Daniel

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Valiyev, Oybek

• Radiogenomics-Driven Hierarchical Multimodal Stacking for Non-invasive Triage of High-Risk PKD1-Truncating Genotypes in ADPKD

Van Horn, John Darrell

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Vanaudenaerde, Bart

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Vankerschaver, Joris

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Varma, Sonal

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Vasconcelos, Francisco

• Track2Map: Online Deformable SLAM with Motion-Aware Pose Optimization in Robotic Surgery

Vaseli, Hooman

• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification

Vasudev, Pardeep

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Vateekul, Peerapon

• MedFuse-Seg: Multi-level Visual and Semantic Context Fusion for Segmentation-Based Medical Reasoning

Vavasour, Kyle

• Structure-Contrast Disentangled INRs for Accelerated Multi-contrast MRI Reconstruction

Vavasour, Zach

• Structure-Contrast Disentangled INRs for Accelerated Multi-contrast MRI Reconstruction

Vazquez, Eduard

• ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities

Vedula, Swaroop

• HoughSAM: Geometry-Guided Zero-Shot Segmentation of Main Incision in Cataract Surgery Using SAM2 for Skill Assessment

Veeraraghavan, Ashok

• Efficient Conformal Volumetry for Template-Based Segmentation

Veeraraghavan, Harini

• Spatiotemporal Modeling of Tumor Dynamics via Optimal Transport for Enhanced Longitudinal Analysis

Vega, Daniela

• Hyperbolic Contrastive Learning with Entailment for Spatial Transcriptomics

Velayudhan, Divya

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Veltman, Jeroen

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Venhoff, Constantin

• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification

Venkataraman, Archana

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Vercauteren, Tom

• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability

Verde, Juan Manuel

• Planning the Perfect Burn: Multi-objective PSO for Multi-needle Thermal Ablation

Verjans, Johan

• ACA: Post-hoc Adaptive Logit Alignment for 3D Medical Image Segmentation

Verspoor, Karin

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Vervoort, Raf A. H.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

Vinayahalingam, Shankeeth

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

Viriyasaranon, Thanaporn

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction
• Non-Stationary Spectral State-Space Networks with Region-Wise Frequency Routing for Robust Fundus Vessel Segmentation

Vo, Bao Quoc

• A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management

Vo, Hung Q.

• TissueCodePilot: A Code-Action Agent for AI-Assisted Spatial Tissue Analysis

Vo, Huy Q.

• TissueCodePilot: A Code-Action Agent for AI-Assisted Spatial Tissue Analysis

Vo, Van-Vi

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting

Voiculescu, Irina

• CDPM-Align: Multi-Scale Guidance-Aligned Diffusion Pretraining for Robust Few-Shot Anatomical Landmark Detection

Vrtovec, Tomaz

• Graph Neural Networks for Morphometric Characterization of the Aortic Valve

Vu, Truong

• Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation

Wachsmuth, Lydia

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Wagner, Siegfried K.

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Waheed, Nadia K.

• Validation of simulation-based evaluation by inclusion of unlabeled data and meta-ablation

Wahidi, Momen

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT

Walch, Marcel

• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

Wald, Tassilo

• Feature Space Guidance for Breast Cancer Classification in DCE-MRI

Walker, Ross

• Agent-Guided Relational Concept Discovery: Toward Interpretable Surgical Margin Assessment

Walter, Sebastian

• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Wan, Liang

• Breaking Teacher’s Mean Regression Bias: Boundary-Aware Contrastive Distillation for Endoscopic Super-Resolution

Wan, Qi

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Wan, Xiang

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction
• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Wan, Yiming

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Wan, Yufei

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Wan, Zhonghua

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Wan, Zhuo

• URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection

Wang, Alan

• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Wang, Alvin

• Percept-Aware Surgical Planning for Visual Cortical Prostheses with Vascular Avoidance

Wang, Anbang

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction
• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Wang, Angela Feixue

• FOCUS: Towards Fetal Obstetric Corrective UltraSound Guidance

Wang, Anqi

• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification

Wang, Baizhi

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Wang, Beidi

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Wang, Ben

• SpikeEEGformer: A Spike-Driven Transformer for Generalized EEG Recognition

Wang, Bin

• Anatomy-Aware Prediction of Bronchoscopic Accessibility from 3D CT
• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Wang, Bing

• MMIC-EndoDepth: Self-Supervised Endoscopic Depth Estimation with Multi-Mechanism Illumination Correction

Wang, Bo

• MEC: Medical Evidence Capsules for Retrieval-Augmented Generation in Medical Multimodal Question Answering

Wang, Bomin

• ConceptIL: Concept Incremental Learning for Interpretable Medical AI

Wang, Changmiao

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction
• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network
• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer
• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models
• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Wang, Changxin

• DualCaMIL: Dual-Level Causal Multi-instance Learning for Patient-Level Diagnosis in Reflectance Confocal Microscopy

Wang, Chen

• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Wang, Chengbo

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Wang, Chenghao

• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Wang, Chenglin

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

Wang, Chenglong

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Wang, Chengwei

• Diverse Normal Prototypes-Guided Contrastive Reconstruction for Medical Anomaly Detection

Wang, Chengyan

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Wang, Chenhui

• UniField: A Unified Field-Aware MRI Enhancement Framework
• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation

Wang, Chenyu

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Wang, Chong

• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Wang, Chunjiang

• Residual-Aware Structured Pruning with Dual-Stream Alignment for Adapter-Tuned SAM

Wang, Diwen

• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Wang, Dongang

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans
• Frequency and Geometry Guided Graph Clustering for Weakly Supervised Skin Lesion Segmentation

Wang, Du

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Wang, Enguang

• TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning

Wang, Fan

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics
• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution
• CortexAdapt3D: Parameter-Efficient Fine-Tuning of General 3D Foundation Models for Cortical Surface Analysis

Wang, Fangyijie

• Dual Agreement Consistency Learning for Semi-supervised Fetal Ultrasound Segmentation
• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Wang, Fanwen

• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Wang, Fei

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Wang, Feng

• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration
• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Wang, Fu

• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation

Wang, Fudi

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Wang, Ge

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling
• LLM-Steered Clinical Knowledge Discovery for CVD Outcome Modeling
• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Wang, Geng

• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Wang, Guangming

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Wang, Guangzhi

• PANet: Probability-Anchored Network for Ultrasound Bone Segmentation

Wang, Guanyi

• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement

Wang, Gui

• MoCaf-Mamba: Modality Completion and Alignment in Feature Space for Missing-Modality Segmentation

Wang, Guotai

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training
• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Wang, Haifeng

• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution

Wang, Haipeng

• Frequency-Aware Prototype Learning in VLM for Intracranial Aneurysm HR-VWI Segmentation

Wang, Haishuai

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Wang, Hanchen

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Wang, Haohan

• ADAPT: Adaptive Profiling Transformers for Efficient Alzheimer’s Disease Diagnosis

Wang, Haolin

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency

Wang, Haoyu

• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Wang, Hengzhuo

• Low-Rank Velocity Fields as a Structural Prior for Unsupervised 4D Medical Image Interpolation

Wang, Hong

• Eigen-Directed Random Projection for Medical Image Class Incremental Learning

Wang, Hongkai

• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI
• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2
• Dual-Stage Course-to-Fine Tooth Alignment Framework with Decoupled Position, Orientation and Shape Features
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Wang, Hongpeng

• ContiStain: Cross-Domain Relation-Preserving Distillation for Continual Multi-domain Virtual IHC Staining

Wang, Hongqiu

• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development
• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration
• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning
• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Wang, Hongwei

• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Wang, Hui

• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling

Wang, Huijin

• DK-Net: Semi-supervised Wavelet-KAN Landmark Localization for Angle of Progression Measurement in Intrapartum Transperineal Ultrasound

Wang, Huitao

• Cancer-Type-Agnostic Pan-Cancer Gene Expression Prediction from Histopathological Images

Wang, Jialu

• MMIC-EndoDepth: Self-Supervised Endoscopic Depth Estimation with Multi-Mechanism Illumination Correction

Wang, Jian

• On-Manifold Variational Learning with Heat-Kernel Priors
• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Wang, Jiansheng

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Wang, Jianxin

• DEC-Net: A Multi-Task Distillation Expert Collaboration Network for Glioma Grading and Molecular Subtyping Using Multimodal MRI
• Cross-Cancer Expert-Routing Knowledge Transfer in Federated Prognosis Prediction
• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Wang, Jiasheng

• RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

Wang, Jiayi

• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models

Wang, Jiazhen

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Wang, Jiazheng

• SurgVLA-Bench: Towards Evaluating Vision-Language-Action Models for Laparoscopic Surgical Robotics

Wang, Jie

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Wang, Jinda

• A Heterogeneous Prognosis Prediction Framework with Global Brain Connectivity and Local Image Features

Wang, Jinfeng

• TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation
• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage

Wang, Jinfu

• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Wang, Jinyuan

• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Wang, Jueqi

• CALM: Interpretable Cross-Modal Alignment for Biomarker Discovery from Unpaired Data

Wang, Junyi

• ShapeEFM: A Shape-Based Pretrained Foundation Model on ECG Morphology Comprehension
• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation

Wang, Kai

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs
• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals
• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Wang, Kai-Ni

• From Perception to Anticipation: Forecasting Vessel–Instrument Interactions in Endoscopic Surgery under Unreliable Observations
• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Wang, Kaiwen

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Wang, Kang

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Wang, Ke

• Learning Beyond Pixels: Structured Knowledge Topology Consistency for Semi-supervised 2D/3D Medical Image Segmentation

Wang, Kehao

• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation

Wang, Kuanquan

• ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation
• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Wang, Kun

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model
• Dual-Adaptive SAM3: Hierarchical Routing over Low-Rank Expert Layers for Parameter-Efficient Medical Image Segmentation
• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Wang, Lei

• NeuroFlow: Manifold-Aware Topological Flow Matching for EEG Decoding
• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Wang, Leyuan

• OrthoFlow: Decoupled Landmark Prediction and Image Synthesis for Orthodontic Treatment Outcome Visualization

Wang, Li

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Wang, Liansheng

• Peeling an Onion: Layer-Wise Doppler-Backprojected Ultrasound Microvascular Vector Flow Imaging
• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis
• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Wang, Lichun

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

Wang, Lihui

• DSCE-Net: Dual-Scale Conditioned Evolving Network with Balanced Optimization for All-in-One Medical Image Restoration

Wang, Ling

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation

Wang, Lipo

• HD-TTA: Hypothesis-Driven Test-Time Adaptation for Safer Brain Tumor Segmentation

Wang, Litingyu

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Wang, Lu

• Dual-Registration Reciprocal Super-Resolution for Prior-Guided Real-Time 4D-MRI

Wang, Luoyu

• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Wang, Lyuyang

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection

Wang, Meiling

• Active Evaluation-Induced Graph Network Based Medical Hyperspectral Image Classification for Tumor Diagnosis

Wang, Meng

• Spatiotemporal Modeling of Longitudinal MRI with Causal Graph Reasoning for Breast Cancer pCR Prediction
• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement
• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval
• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Wang, Mengxiao

• Physiology and Anatomy Aware Inverse Inference of Myocardial Infarction for Cardiac Digital Twin
• Physics-Informed Surrogate Model Using Graph Neural Network for Cardiac Electrophysiology

Wang, Mingliang

• URLCF: Universal Representation Learning for Cross-Domain Few-Shot Autism Spectrum Disorder Detection
• BrainHTF: Learning Causal Graph Representation of Brain Connectome with Hyperbolic Transformer

Wang, Mo

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics
• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Wang, Pan

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Wang, Peiyuan

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation

Wang, Peng

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network
• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation
• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Wang, Pengbo

• NR-Align: Non-rigid Alignment for Non-simultaneous Two-View 3D Coronary Reconstruction in Complex Cardiac Interventions

Wang, Pengwei

• FunPiQ: A New Benchmark for Pixel-Level Quality Assessment in Fundus Images

Wang, Qian

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis
• MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation
• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E
• EvoMed: Self-Evolving Medical VLM via Training-free Continued Learning
• Diagnosing 3D Volumes from Camera Video: A Semantic-Robust Framework Without Direct DICOM Access
• CerviThink: A Reinforced Visual Reasoning Framework for Cervical Cancer Cell Classification

Wang, Qifeng

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Wang, Qijie

• SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment

Wang, Qijing

• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs

Wang, Qingying

• Learning What Can Move: Patient-Specific Motion Subspaces from a Single Scan

Wang, Qiong

• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency
• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning
• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Wang, Qixing

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Wang, Rongqiu

• PhyRadGS: Physics-Aware Radiative Gaussian Splatting for Fly-Scanning CBCT Reconstruction

Wang, Rongsheng

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Wang, Rui

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding
• Multimodal Large Language Model-Driven Self-Verification Reasoning for Interpretable Diagnosis of Diffuse Cystic Lung Diseases
• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation
• DCLDs-RAG: Evidence-Grounded Multimodal Retrieval-Augmented Generation for Diffuse Cystic Lung Diseases Diagnosis

Wang, Ruixuan

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Wang, Rundong

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Wang, Sen

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Wang, Shanshan

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs
• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Wang, Shiqi

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Wang, Shu

• Cross-Cancer Expert-Routing Knowledge Transfer in Federated Prognosis Prediction

Wang, Shuai

• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration
• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading
• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Wang, Shujun

• PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness
• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval
• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Wang, Shuo

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Wang, Siwen

• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation

Wang, Siyu

• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography

Wang, Sizhe

• Steer the Sampling, Not the Kernel Grid: Geometry-Guided Sampling Operator for Volumetric Segmentation

Wang, Song

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics

Wang, Sudong

• Enhancing Pathological VLMs with Cross-scale Reasoning

Wang, Teng

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance
• UltraStar: Semantic-Aware Star Graph Modeling for Echocardiography Navigation

Wang, Tianfu

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Wang, Tianyang

• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Wang, Tong

• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation
• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Wang, Tony Danjun

• TopoOR: A Unified Topological Scene Representation for the Operating Room
• Non-intrusive Body Composition Assessment from Full-Body mmWave Scans

Wang, Wei

• Quantify, Collect, and Correct: Evidence-Driven Multi-agent Framework for Critical Evidence Refinement in Emergency Rooms
• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

Wang, Weiming

• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Wang, Weirong

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

Wang, Weiru

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

Wang, Wenjian

• Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography

Wang, Xi

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework
• MEC: A Multi-expert Consultation Framework for Synergizing Frozen Foundation Models in Whole Slide Image Analysis
• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT
• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Wang, Xiangxue

• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Wang, Xiaodi

• Clinically Structured Chain-of-Thought Reasoning for Intelligent Guidance in Coronary Artery Disease

Wang, Xiaohan

• EmERGE: A Multimodal LLM-Based Evidence-Mediated ECG Report Generation and Evaluation Approach

Wang, Xiaohong

• KGT-Reg: Knowledge-Guided Multimodal Framework for Medical Image Registration

Wang, Xiaojun

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Wang, Xiaoliang

• CTTok: Voxel-Abulary for Autoregressive 3D CT Volume Generation with Large Language Models

Wang, Xiaoqi

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation

Wang, Xiaosong

• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation

Wang, Xiaowen

• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Wang, Xiaoyao

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation

Wang, Xichen

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Wang, Xilu

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents

Wang, Xin

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Wang, Xingce

• TriFlow: Triplane Latent Conditional Flow Matching for Efficient 3D Skull Shape Completion
• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Wang, Xingyue

• Kinetics-Informed Neural Representation for Dual-Tracer Dynamic PET Separation

Wang, Xinhui

• TrustSyn: Reliable and Divergent Synergy for Mixed-Domain Fundus Segmentation

Wang, Xinlu

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Wang, Xinyu

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers
• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Wang, Xiuming

• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification

Wang, Xiuying

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Wang, Xu

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Wang, Xue

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

Wang, Xuemin

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Wang, Xuhui

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Wang, Xurui

• FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

Wang, Yan

• Text as the Sieve: Information Bottleneck Guided Prototype Sieving for Text-Guided Medical Image Segmentation
• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration
• SAM2 as a Key Bridge Between 2D Slices and 3D Volumes for Sparsely-supervised Medical Image Segmentation
• RPG-SAM: Reliability-Weighted Prototypes and Geometric Adaptive Threshold Selection for Training-Free One-Shot Polyp Segmentation
• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis
• Non-parametric Prototypes Enable Semantic Graph Learning for Whole-Slide Pathology
• Low-Rank Text-Guided Spectral Learning for Semi-supervised MHSI Segmentation
• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning
• Cycle-Verified Gentle Teaching and Confusion Correction for Label-Scarce Cross-Modal Single-Cell Annotation
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification
• Angular-Constrained Hyperbolic Learning for Hierarchical Multimodal Survival Prediction
• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Wang, Yaowei

• Boundary-Aware Multi-Granularity Learning for Depression Severity Estimation

Wang, Yi

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation
• Learning Modality-Invariant Structure and Distribution Alignment for Multimodal Medical Image Registration

Wang, Yifan

• PC-VLG: Position-Correlated Vision–Language Graph Alignment for Semi-supervised Medical Image Segmentation
• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

Wang, Yifang

• MedFM-Robust: Benchmarking Robustness of Medical Foundation Models

Wang, Yifei

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Wang, Yifeng

• ContiStain: Cross-Domain Relation-Preserving Distillation for Continual Multi-domain Virtual IHC Staining
• ADAPT: Adaptive Profiling Transformers for Efficient Alzheimer’s Disease Diagnosis

Wang, Yijia

• Unleashing Video Language Models for Fine-grained HRCT Report Generation

Wang, Yijun

• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Wang, Yilei

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Wang, Yimo

• DeGenseGS: Geometrically and Semantically Decoupled Surgical Scene Understanding in 4D Gaussian Splatting

Wang, Yinghui

• Dual-Registration Reciprocal Super-Resolution for Prior-Guided Real-Time 4D-MRI

Wang, Yingni

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks
• RaD-Seg: Region-Aware Disentangled Learning for Plan-Guided Longitudinal Tumor Segmentation in Head-and-Neck Adaptive Radiotherapy
• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification
• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Wang, Yinuo

• Multimodal-Conditioned Flow Matching for Pathology Nuclei Data Augmentation

Wang, Yipei

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Wang, Yiran

• LeGend: Lesion-Guided Longitudinal CXR Generation via Gaussian-Biased Causal Attention

Wang, Yixin

• Frequency-Aware Prototype Learning in VLM for Intracranial Aneurysm HR-VWI Segmentation

Wang, Yiying

• Multi-stage NeRF for Efficient 3D Coronary Artery Reconstruction from Two Narrow-Angle Angiographic Projections

Wang, Yizhi

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Wang, Yong

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Wang, Yongbo

• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Wang, Youlin

• DiCoP-SAM: Disagreement-Band Guided Corrective Prompting for Collaborative Semi-Supervised Medical Image Segmentation

Wang, Yuan

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Wang, Yuanqing

• Towards Versatile and Safe Multi-electrode Path Planning for SEEG Implantation

Wang, Yuanyuan

• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation
• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Wang, Yucheng

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Wang, Yue

• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification

Wang, Yuhao

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Wang, Yujiang

• Longitudinal Reliability of Cross-Sectional Normative Models Under Measurement Error

Wang, Yuli

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays
• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

Wang, Yulin

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• ECLIPSE: EHR-Constrained Localized Inference for Pan-Tumor Segmentation

Wang, Yuqian

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Wang, Yutong

• PhysOCT: Physics-Guided Retinal Modeling for OCT Image Synthesis

Wang, Yuxuan

• VA-Adapter: Adapting Ultrasound Foundation Model to Echocardiography Probe Guidance

Wang, Ze

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Wang, Zeyang

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Wang, Zheyuan

• CalibSleep: Cross-Modal Calibration and Rule-Aware Learning for Automatic Sleep Stage Classification

Wang, Zhihui

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Wang, Zhiliang

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Wang, Zhiqiang

• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Wang, Zhiwei

• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation
• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection

Wang, Zhiyao

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Wang, Zhiyuan

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis
• Conformal 3D Lesion Segmentation with Balanced Risk Control

Wang, Zhizhou

• Towards Unified Image–Video Modeling Across B-Mode and Contrast-Enhanced Ultrasound for Multi-task Analysis

Wang, Zhonghua

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs
• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings

Wang, Zhongmin

• SeedPro: Place Brachytherapy Seeds Like Expert Clinicians via Hierarchical Reinforcement Agents

Wang, Zhongyuan

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Wang, Zhou

• Automated Disentangling Analysis of Skin Colour for Lesion Images

Wang, Zhuoya

• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Wang, Zi

• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation
• Evidential Fusion Network for Multimodal Survival Prediction Under Missing Modalities
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Wang, Zian

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Wang, Ziang

• Maximizing Domain Generalization in Automated Fetal Brain Biometry

Wang, Zican

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Wang, Zichun

• MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation

Wang, Zihao

• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Wang, Zihua

• MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation

Wang, Ziming

• Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided

Wang, Zimu

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Wang, Zirui

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Wang, Zixun

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering

Wang, Ziyang

• Dual Agreement Consistency Learning for Semi-supervised Fetal Ultrasound Segmentation
• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Wasalathilaka, Nichula

• PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs
• Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-identification

Wasserthal, Jakob

• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Watrous, Andrew

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Wegener, Susanne

• Explainability in Multimodal Deep Transformation Models for Stroke Outcome Prediction
• Deep Probabilistic Cerebrovascular Atlas

Wehrli, Michael

• End2Reg: Learning Task-Specific Segmentation for Markerless Registration in Spine Surgery

Wei, Baichun

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Wei, Bingzheng

• MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation

Wei, Bizhong

• HEDS-Net: A Hybrid State-Space Architecture with Axial Bridge and Progressive Weighting for Medical Image Segmentation
• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Wei, Chen

• Omni-Sleep: A Sleep Foundation Model via Hierarchical Contrastive Learning of CNS–ANS Dynamics

Wei, Dong

• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Wei, Guangshun

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents
• DentMamba: An Anatomy-Aware Global-Local Hybrid Network for Large-Scale Multi-class Dental Disease Detection

Wei, Hao

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
• IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

Wei, Honghao

• Learning Beyond Pixels: Structured Knowledge Topology Consistency for Semi-supervised 2D/3D Medical Image Segmentation

Wei, Hongjiang

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI
• ALFA: Biplanar X-Ray Reconstruction via Anatomy-Latent Field Adaptation

Wei, Jiale

• Good Enough? An Investigation on the Impact of Label Quality in Large-Scale Medical Datasets

Wei, Jinjie

• Open World MRI Reconstruction with Bias-Calibrated Adaptation

Wei, Leyi

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics
• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Wei, Mingqiang

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts
• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification

Wei, Minqin

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Wei, Ruihua

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering

Wei, Shuwen

• Contrast-Invariant Reference-Based Slice Thickness Estimation in MRI via Spectral Matching

Wei, Wei

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Wei, Weijun

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation

Wei, Xinhua

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation
• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Wei, Xinjian

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Wei, Xuan

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Wei, Yi

• LinGuinE: Longitudinal Guidance Estimation for Volumetric Tumour Segmentation

Wei, Yuxing

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Wei, Zhi

• INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields

Wei, Zhikai

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification

Weidner, Jonas

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Weiner, Kevin S.

• Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Weinger, Matthew

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Weingärtner, Sebastian

• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

Welgampola, Miriam

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Wells, Kevin

• Fairness Beyond Demographics: Optimizing Performance Across Appearance-Based Hidden Cohorts in Medical Imaging

Wen, Guangqi

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Wen, Jie

• ALFA: Biplanar X-Ray Reconstruction via Anatomy-Latent Field Adaptation

Wen, Junhao

• GG-AE: Genetically-Guided Autoencoder for Disentangling Structural Networks of Brain Atrophy

Wen, Liangming

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Wen, Xin

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition
• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Wen, Xuyun

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks

Wen, Yang

• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation

Wen, Ying

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

Wen, Yingying

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Wenteler, Aaron

• SHOT-CCR: Biologically Guided Adversarial Training for Test-Time Adaptation in Cellular Morphology

Wentzel, Jolanda J.

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching

Werghi, Naoufel

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations
• Interaction-Aware Contrastive Multi-task Learning for Joint Segmentation and Malignancy Classification in Thyroid Ultrasound

Werner, Ben

• FedAgree: Label-Free Performance Estimation Under Distribution Shift for Federated Medical Imaging Analysis

Werner, René

• Non-linear INR-Based Motion Modeling for 4D Radiotherapy

Wesp, Philipp

• Sparse Autoencoders for Interpretable Medical Image Representation Learning

West, Robert

• Deep-IMMA: an Interpretable Immune-Aware Multimodal Deep Representation Learning for Cancer Prognosis and Recurrence Prediction

Weston, Philip S. J.

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI

Wetzer, Elisabeth

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Whitbread, Luke

• Robust Mitigation of Age-Dependent Confounding Effects via Sample-Difficulty Decorrelation

White, Sam

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Whyne, Cari M.

• Quantification of 3D Musculoskeletal CT Image-Based Biomarkers in the Lumbar Spine: Application in Metastatic Prostate Cancer
• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Wiafe, Sir-Lord

• BrainKODE: Controlled Koopman Dynamics over Longitudinal Structure–Function Coupling for Early Prediction of Adolescent Substance Use

Wickstrøm, Kristoffer

• Longitudinal Multi-view Modeling for Breast Cancer Risk Prediction
• Beyond Clean Test Sets: Spurious Correlations in Medical Vision-language Models and the Role of Concept Supervision

Wienholt, Patrick

• Sparse Local Latents for Explainable Zero-Shot Reasoning in Medical Vision-Language Models

Wiestler, Benedikt

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth
• Calibrated Confidence Expression for Radiology Report Generation

Wijsman, Koen J. H.

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

Wild, Philipp

• VolDiT: Controllable Volumetric Medical Image Synthesis with Diffusion Transformers
• CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis

Wilken, Enrica

• Sub-Resolution Monocyte Detection in Time-Lapse MRI: A Benchmark

Willaert, Wouter

• Test-Time Adaptation for Rare Surgical Phase Recognition: Bridging the Coverage-Gap Paradox

Willbrand, Ethan H.

• Shape-Adaptive Guidance Signal for Interactive Cortical Sulcal Labeling

Wilson, Paul F. R.

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• Compass: Prostate Cancer Detection Needs Multi-view Context

Witschey, Walter

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Wodarski, Piotr

• Joint-Level Motor Imagery Decoding in fNIRS via a Unified Pairwise Machine Learning Framework

Wodlinger, Brian

• Learning Where to Look: A Reinforcement Learning Framework for Robust Micro-ultrasound Prostate Cancer Detection
• Compass: Prostate Cancer Detection Needs Multi-view Context

Wolfers, Thomas

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Wolk, David A.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Wolleb, Julia

• Low-Rank-Modulated Functa: Exploring the Latent Space of Implicit Neural Representations for Interpretable Ultrasound Video Analysis

Wong, Bryan

• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification

Wong, Chun-Ka

• Positive Semi-definite Group-Aware Instance Disentangled Learning for WSI Representation
• OT-Coupled Flow: Towards Realistic TEE Simulation via Unpaired Cross-Modality Translation with Anatomical Consistency
• Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings

Wong, Duo Wai-Chi

• Injecting a Low-Rank Background Prior: A Plugin for Medical Image Segmentation

Wong, Stephen T. C.

• TissueCodePilot: A Code-Action Agent for AI-Assisted Spatial Tissue Analysis

Wong, Tien Yin

• Benchmarking Foundation Models for Early Multi-retinopathy Detection at National Scale: Performance, Generalization, and Bias

Woo, Jeongwon

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Woo, Jonghye

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI
• Dynamic Sub-domain Modeling for Robust Medical Image Segmentation

Woo, Sang Myung

• TeDyS: Temporal Dynamics with Spatial Context for Longitudinal Progression Prediction

Woodland, McKell

• A Real-World Evaluation of Failure Detection for Liver CT Segmentation

Working Group, MELD

• Text Guidance and Distance Gating Improve Detection and Segmentation of Focal Cortical Dysplasia

Wright, Robert

• Fibers of Asymmetric Similarity: A Framework for Clinical and Imaging Data

Wu, Baixuan

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Wu, Beining

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction
• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation
• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Wu, Bo

• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Wu, Chao

• Refining 3D Medical Segmentation with Verbal Instruction

Wu, Chengyue

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Wu, Dawen

• IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4

Wu, Dijia

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling

Wu, Donghan

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Wu, Dongjie

• WaveDE: Wavelet-Routed Dual-Expert Network for Fundus Photograph Enhancement

Wu, Dufan

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Wu, Fei

• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator

Wu, Feng

• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Wu, Fuzhi

• Patient-Conditioned Vision–Language Priors with Stable Mixture-of-Experts for Label-Efficient Alzheimer’s MRI Staging

Wu, Guorong

• ENC-ODE: Event-level Neurodegenerative Modeling in Continuous Time with Neural ODEs

Wu, Han

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling
• Cross-Surface Representation Learning for Accurate Gingiva Prediction in CBCT

Wu, Hanhan

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Wu, Ji

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis
• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Wu, Jiahui

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Wu, Jiamin

• From Geometry to Clinic: A Physics-Aware Evaluation Framework and Benchmark for Automated Dental Crown Design

Wu, Jiaming

• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Wu, Jian

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space

Wu, Jianghao

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training

Wu, Jiasong

• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Wu, Jie Ying

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Wu, Jing

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays
• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Wu, Jingwei

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Wu, Jintao

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Wu, Junde

• EchoFID: A Multi-teacher Distilled Evaluation Network for Cardiac Ultrasound Image Generation

Wu, Junlei

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers
• Diagnosing 3D Volumes from Camera Video: A Semantic-Robust Framework Without Direct DICOM Access

Wu, Kaishun

• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Wu, Lei

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading
• BrainKODE: Controlled Koopman Dynamics over Longitudinal Structure–Function Coupling for Early Prediction of Adolescent Substance Use

Wu, Luohong

• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Wu, Lv

• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement

Wu, Mengwei

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Wu, Nian

• On-Manifold Variational Learning with Heat-Kernel Priors

Wu, Qi

• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling

Wu, Qihong

• Missingness-Aware Multimodal Learning for Four-Class Adrenal Tumor Classification

Wu, Rengmin

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation

Wu, Ruiqi

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Wu, Shandong

• Research Design Considerations for Empirical User Studies in MICCAI

Wu, Shangqian

• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Wu, Shaoju

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Wu, Shenghai

• Really Need Recursion? Revisiting One-Pass Registration with Multi-Level Multi-Space Contextual Guidance
• Case-Specific Priors-Guided Multimodal Fusion for Prognosis Prediction in Head and Neck Cancer

Wu, Shiwei

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Wu, Shuqiong

• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays

Wu, Sipeng

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Wu, Victoria

• HypOProto: Hyperbolic Ordinal Prototypes for Left Ventricular Filling Pressure Classification
• AS-TIME: Time-Conditioned Multimodal Modeling of Aortic Stenosis Progression

Wu, Weiqiang

• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Wu, Weiwen

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Wu, Xi

• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration

Wu, Xiaming

• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Wu, Xian

• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering
• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction
• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Wu, Xiangjun

• Protocol-Manifold Coverage Learning (PMCL): Source-Free Active Adaptation for Multi-Center Nasopharyngeal Carcinoma MRI Segmentation

Wu, Xiao-Jun

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding
• Multi-Stage Dilated Convolution-Mamba Network for Surgical Action Triplet Recognition
• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation

Wu, Xiping

• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Wu, Xiwen

• Surgical Video Temporal Grounding

Wu, Yanan

• S2GAIN: Spatio-Spectral Guided Affinity Imputation Network for Alzheimer’s Disease Diagnosis with Incomplete Modality

Wu, Yanlin

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering
• KJD-25K: A 3D Multi-modal Dataset and Benchmark for Knee Joint Diagnosis

Wu, Ye

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Wu, Yeli

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Wu, Yi

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging
• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Wu, Yichen

• Eigen-Directed Random Projection for Medical Image Class Incremental Learning

Wu, Yichi

• Dual-Stage Course-to-Fine Tooth Alignment Framework with Decoupled Position, Orientation and Shape Features

Wu, Yifang

• Active Evaluation-Induced Graph Network Based Medical Hyperspectral Image Classification for Tumor Diagnosis

Wu, Yihang

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Wu, Yinhao

• Joint Segmentation and Graph-Based Skeletal Representation Learning with Geometric Priors

Wu, Yinzhe

• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Wu, Yixuan

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Wu, Yongfei

• CSGE: Break the SSL Bottleneck in Medical Image Segmentation via Collaborative Semantic-Geometric Experts

Wu, Yonghuang

• Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation

Wu, Yongqian

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Wu, Yongyi

• Eigen-Directed Random Projection for Medical Image Class Incremental Learning

Wu, You

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment
• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Wu, Yuehan

• S2GAIN: Spatio-Spectral Guided Affinity Imputation Network for Alzheimer’s Disease Diagnosis with Incomplete Modality

Wu, Yufeng

• Enhancing Pathological VLMs with Cross-scale Reasoning

Wu, Yukun

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer

Wu, Yuli

• PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction

Wu, Yun

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Wu, Yupeng

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Wu, Zhengwang

• The Neuro-Developing Engine: a Surrogate Longitudinal Model for Infant Brain Dynamics Via Causal Distillation

Wu, Zhiwei

• B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation

Wu, Zhongke

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Wu, Zhongli

• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Wu, Zhuhao

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Wu, Zifeng

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Wuehr, Max

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Wuyts, Wim

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Wysocki, Magdalena

• OSCAR: Occupancy-Based Shape Completion via Acoustic Neural Implicit Representations

Xi, Heran

• Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation

Xi, Mengmei

• Cardiac Motion Transfer with Adaptive Physics Constraint

Xi, Wei

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling

Xi, Yan

• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT

Xia, Chen

• Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning

Xia, Fei

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Xia, Jiahao

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Xia, Junfeng

• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Xia, Pengfei

• Missingness-Aware Multimodal Learning for Four-Class Adrenal Tumor Classification

Xia, Tian

• Unified Multimodal Model for Brain MRI Imputation and Understanding

Xia, Tianyi

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Xia, Wangding

• Evo-RAD: Navigating Rare Retinal Disease Diagnosis via Self-Evolving Agentic Retrieval

Xia, Weihao

• Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning

Xia, Wenjun

• Harmless Copyright Protection for CT Dataset

Xia, Yan

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Xia, Yingda

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow
• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Xia, Yinghao

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Xia, Yong

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates
• PALETTE: Pathology-Aware Latent Embedding for Targeted Tissue Expression
• Mitigating Grade Boundary Conflicts for Disease Severity Grading with Ambiguous Labels
• Learning Task-Specific Anatomical Priors via Context Distillation for In-Context Medical Image Segmentation
• Glasses: Adapter-Enhanced DINOv3 with Boundary-Aware Multi-Scale Representations for Medical Image Segmentation

Xiang, Canhong

• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Xiao, Boyi

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training

Xiao, Changhong

• PancCADx: A Multimodal Framework for Pancreatic Cancer Diagnosis

Xiao, Feiyang

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Xiao, Feng

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation

Xiao, Fengjun

• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration

Xiao, Han

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Xiao, Jiewen

• EA-LDM: Explicit Alignment Latent Diffusion Model for Patient-Specific CT Reconstruction from Bi-planar X-Rays

Xiao, Juhua

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Xiao, Kaiwen

• Aligning Prototypes and Updating Null Spaces for Continual WSI Learning

Xiao, Li

• Towards the Digital Dental Models: High-Fidelity CBCT-to-IOS Fusion via Anatomy-Aware Geometric Transformers
• POT-SAM3: Prompt-Only Tuning for One-Shot Electron Microscopy Segmentation

Xiao, Linxia

• Towards Versatile and Safe Multi-electrode Path Planning for SEEG Implantation

Xiao, Qianmu

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Xiao, Renwei

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Xiao, Ruiqiang

• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory
• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation

Xiao, Shuai

• VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography
• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Xiao, Siqi

• Learning Modality-Invariant Structure and Distribution Alignment for Multimodal Medical Image Registration

Xiao, Xi

• Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation

Xiao, Xiaoyu

• TRACE-PSG: Traceable Sleep Diagnosis Support with Pointer-Grounded Evidence

Xiao, Yiming

• VesselSim: learning 3D blood vessel segmentation without expert annotations
• Evi-Steer: Learning to Steer Biomedical Vision-Language Models through Efficient and Generalizable Evidential Tuning

Xiao, Yuxiang

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Xiao, Ziqin

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates

Xie, Bin

• WaveDE: Wavelet-Routed Dual-Expert Network for Fundus Photograph Enhancement
• MM-UNet: Meta Mamba UNet for Volumetric Medical Image Segmentation

Xie, Binzhu

• Surgical Video Temporal Grounding

Xie, Dirui

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Xie, Guo-Sen

• MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation

Xie, Guomin

• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Xie, Haoran

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery
• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Xie, Haoyu

• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Xie, Housheng

• OPS: One-Shot Point Prompted Semantics-Aware Learning for Medical Image Registration

Xie, Hui

• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Xie, Jianyang

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation

Xie, Jingcheng

• Collaborative Topology and Connectivity Learning for EM Neuron Segmentation

Xie, Kai

• SuRe-Flow: Surface-to-CT Synthesis via Retrieval-Augmented Rectified Flow for CT-Free Superficial Radiotherapy

Xie, Kangxian

• Refining 3D Medical Segmentation with Verbal Instruction

Xie, Kexin

• Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation

Xie, Long

• ALSAnchorNet: Biologically Informed Multimodal MRI Fusion for Amyotrophic Lateral Sclerosis Diagnosis

Xie, Ruonan

• Cardiac Motion Transfer with Adaptive Physics Constraint

Xie, Xiaoliang

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Xie, Xike

• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction

Xie, Xinghe

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Xie, Xinyu

• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction

Xie, Xuan

• Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation

Xie, Yanchong

• Selective Confidence Fusion for Specular Highlight Detection in Medical Images
• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Xie, Yaoqin

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Xie, Yu

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Xie, Yutong

• Time-Grounded Clinical Prediction from Longitudinal Multimodal Patient Histories
• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation
• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification
• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage
• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis
• FairGE: Gated Expert Routing for Intersectional Fairness in Medical Foundation Models
• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs
• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation
• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs
• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling
• Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation

Xie, Yuxin

• Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation

Xie, Zeng

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT

Xie, Zijian

• Det-Y: A Multi-center Dataset and Benchmark for Efficient Detection of Mycobacterium Tuberculosis in Sputum Smears

Xin, Jiayi

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Xing, Changda

• Active Evaluation-Induced Graph Network Based Medical Hyperspectral Image Classification for Tumor Diagnosis

Xing, Fangxu

• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Xing, Fuyong

• Low-Resource Cross-Modality Nucleus Detection via One-Sided Domain Adaptation

Xing, Jiarui

• On-Manifold Variational Learning with Heat-Kernel Priors

Xing, Xudong

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Xing, Yucheng

• Evidential Fusion Network for Multimodal Survival Prediction Under Missing Modalities

Xing, Zhaohu

• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration
• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Xing, Zheng

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Xiong, Haocheng

• TAIR: Text-Guided Adaptive Prompt Refinement for Coarse-to-Fine all-in-One Medical Image Restoration
• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Xiong, Hongkai

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Xiong, Honglin

• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis
• EvoMed: Self-Evolving Medical VLM via Training-free Continued Learning

Xiong, Huimin

• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans

Xiong, Juming

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

Xiong, Liang

• Think Global, Look Focal: Dual-Stream Retrieval-Augmented Pathology Report Generation for Whole Slide Images

Xiong, Sijing

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Xiong, Wenjie

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Xiong, Xiangyu

• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging

Xiong, Xiaosong

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling

Xiong, Xinqi

• Understanding Model Behavior in Monocular Polyp Sizing

Xiong, Yafei

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Xiong, Zhiwei

• Collaborative Topology and Connectivity Learning for EM Neuron Segmentation

Xiong, Zicheng

• ICH-DIANet: A Modality-Disentangled and Attention-Expert Interaction Network for Brain Injury Assessment in Intracerebral Hemorrhage

Xiu, Yiqi

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks

Xu, Bin

• PSP: Harnessing Position and Shape Priors for Cross-Domain Few-Shot Medical Image Segmentation

Xu, Bohan

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation

Xu, Chang

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans
• CDFP-Net: Cross-Modal Dynamic Fusion with Diffusion Priors for PET-CT Tumor Segmentation

Xu, Chenchu

• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Xu, Chenfan

• MedTriFlow: Efficient Resolution-Agnostic 3D Medical Image Generation with Implicit Triplane Representation

Xu, Chenwei

• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Xu, Chuanzhen

• BRAIN: Bi-directional Motion Reasoning with Dynamic Memory Pruning for Surgical Video Segmentation

Xu, Daguang

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Xu, Dan

• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos

Xu, Dunyuan

• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification

Xu, Fengzhi

• Harmless Copyright Protection for CT Dataset

Xu, Gelei

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations
• Group-Conditioned Representation Modulation for Fair Skin Disease Diagnosis
• Beyond Visual Forensics: Auditing Multimodal Robustness for Synthetic Medical Image Detection

Xu, Guoping

• High-Frequency Guided Feature Refinement for Semi-supervised Ultrasound Image Segmentation

Xu, Haoran

• BioFlow: A Biologically Valid Support-Preserving Flow for Histology-Conditioned Spatial Transcriptomics Prediction

Xu, Heming

• HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis

Xu, Hong

• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Xu, Hongming

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Xu, Hongxia

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Xu, Huangbiao

• R-MSA: Rhythm-Conditioned Surgical Video Skill Assessment via Morphology Synchronization and Uncertainty Calibration

Xu, Huihui

• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning

Xu, Jialang

• GES-Net: A Gesture, Error, and Smoothness Aware Network for Surgical Skill Assessment
• DBT-Bleed: Dual-Branch Temporal Modeling with Key-Frame Selection for Surgical Bleeding Detection
• CoRe-DA: Contrastive Regression for Unsupervised Domain Adaptation in Surgical Skill Assessment

Xu, Jianwei

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Xu, Jiashu

• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis

Xu, Jie

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training
• Smartphone-Based ASD Screening via Instance-Adaptive Cross-Modal Fusion and Contrastive Learning
• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis
• Enhancing Brain MRI Anomaly Detection and Reasoning with ROI Rethink and Synthetic Data
• DepthPilot: From Controllability to Reliability in Colonoscopy Video Generation

Xu, Jing

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Xu, Jinyi

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Xu, Jiru

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Xu, Jun

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability
• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology
• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis

Xu, Junlin

• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Xu, Junnan

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Xu, Kai

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis

Xu, Kaidi

• Conformal 3D Lesion Segmentation with Balanced Risk Control

Xu, Lian

• Hybrid Transformer-Mamba for Weakly Supervised Volumetric Medical Segmentation

Xu, Lijian

• TC-SSA: Token Compression via Semantic Slot Aggregation for Gigapixel Pathology Reasoning

Xu, Lixin

• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Xu, Minfeng

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT
• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders
• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Xu, Mingde

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Xu, Mingliang

• MBFAD: Benchmarking Balance Function Assessment with Environmental Perturbation and Synergistic Tasks

Xu, Minxuan

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Xu, Ningsheng

• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• MedQ-Engine: A Closed-Loop Data Engine for Evolving MLLMs in Medical Image Quality Assessment

Xu, Peiran

• Shared Gaussian Geometry for Brain MRI Spatial Resolution Harmonization Without External Training

Xu, Pengbo

• Synergistic Information Disentanglement for Omni-Modal Slide Representation Learning in Computational Pathology

Xu, Puneng

• Cardiac Motion Transfer with Adaptive Physics Constraint

Xu, Qiang

• Learning Beyond Pixels: Structured Knowledge Topology Consistency for Semi-supervised 2D/3D Medical Image Segmentation

Xu, Qing

• Rethinking the Adaptation of Vision Foundation Models for Efficient Cell Segmentation
• RASP: Bridging the Long-Tail Gap in Surgical Video Understanding via Retrieval-Augmented Perception

Xu, Qingyang

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Xu, Rui

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence
• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Xu, Runhui

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Xu, Shaowu

• Artifact-aware Prompt Learning for Domain Generalization

Xu, Shasha

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition
• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Xu, Shicheng

• Discriminative Directional Projection for Reverse Distillation in Breast Ultrasound Anomaly Detection
• Cross-channel Consistent Mamba for Extreme Limited-View Photoacoustic Tomography Reconstruction

Xu, Shuang

• LiSAD: A Label-Efficient Implicit Model with Spatially Adaptive Directional Total Variation for Spatial Transcriptomics

Xu, Tianyang

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding
• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation

Xu, Weijin

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Xu, Weixin

• TCFD-Net: Temporal-Calibrated Feature Disentanglement Network for Dual-Timepoint CT-Based Immunotherapy Response Prediction in Advanced Non-small Cell Lung Cancer

Xu, Wenju

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Xu, Wentian

• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography

Xu, Xiang

• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Xu, Xiaojing

• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Xu, Xiaowei

• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Decoupled Single-Mask Annotation Noise Detection via Cross-Sectional Patch Self-consistency

Xu, Xiaoyu

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image

Xu, Xin

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment
• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Xu, Xinyang

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Xu, Xuanang

• LLM-Steered Clinical Knowledge Discovery for CVD Outcome Modeling

Xu, Yan

• MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation
• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction

Xu, Yanqing

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling

Xu, Yanwu

• NeuroFlow: Manifold-Aware Topological Flow Matching for EEG Decoding
• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Xu, Yingxue

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Xu, Yiwen

• ConstTrack: Constellation-Guided Cell Tracking Under Lineage Constraints

Xu, Yongchao

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification
• DeformTTA: Morphology-Aware Controllable Deformation for Test-Time Adaptation in Fetal Cardiac Ultrasound Image Segmentation

Xu, Yuecong

• Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided

Xu, Zelin

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Xu, Zhe

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Xu, Zhenghua

• MEC: Medical Evidence Capsules for Retrieval-Augmented Generation in Medical Multimodal Question Answering

Xu, Zhengqin

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Xu, Zhenhuan

• Fusion-E2Pulse: A Multimodal Event-RGB Fusion Network for Non-contact Pulse Wave Reconstruction

Xu, Zhihui

• Uncertainty-Guided Conservative Propagation for Coronary Artery Segmentation

Xu, Zhijie

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Xu, Zhiqiang

• Adaptive Frequency-Guided Parallel Mamba Network for Polyp Segmentation

Xu, Zhongxing

• WHO-CXRBench: A CXR Benchmark for Diagnostic Rule Retrieval in CLIP-Style MedVLMs

Xu, Zhoubing

• IntraStyler: Intra-Domain Style Synthesis for Cross-Modality MRI Domain Adaptation

Xu, Zhuoting

• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Xu, Zhuowei

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Xu, Ziang

• MMIC-EndoDepth: Self-Supervised Endoscopic Depth Estimation with Multi-Mechanism Illumination Correction

Xu, Zibo

• Learning to Trim: End-to-End Causal Graph Pruning with Dynamic Anatomical Feature Banks for Medical VQA

Xu, Zihan

• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Xu, Zikang

• DUCX: Decomposing Unfairness in Tool-Using Chest X-Ray Agents

Xu, Zixuan

• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Xuan, Ping

• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Xue, Cheng

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Xue, Le

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Xue, Peiyun

• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement

Xue, Qianqian

• Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography

Xue, Qiaochu

• Enhancing Pathological VLMs with Cross-scale Reasoning

Xue, Ruoyu

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Xue, Ting

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation

Xue, Wufeng

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image
• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Xue, Xiangyi

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Xue, Yuan

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning
• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Xue, Yuxin

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Xue, Zhong

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Xun, Yue

• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

YEUNG, Jonathan Hok Kan

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Yadav, Priyanshi

• Posterior-Aware Motor Phenotyping with Multimodal Imaging Validation in Parkinson’s Disease

Yadav, Shrikanth M.

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Yakar, Derya

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

Yamada, Daisuke

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Yamamoto, Kohei

• TotalFM: An Organ-Separated 3D-CT Foundation Model Leveraging Large-Scale Routine Clinical Radiology Data

Yamlahi, Amine

• EdgeCVS: Democratization of surgical AI with a Distilled Edge-Deployable Critical View of Safety (CVS) model

Yan, Haiyang

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Yan, Hao

• TraceCXR: Verifiable Chest X-ray Reports via Evidence-Addressable Graph Prompting

Yan, Hui

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Yan, Jingwen

• Self-supervised Longitudinal Neuroimaging Augmentation for Continuous Staging of Alzheimer’s Disease

Yan, Pingkun

• PINNOCHIO: Physics-Informed Neural Network for Coupled Hyperelastic Interface-Volume Simulation in Orthognathic Surgery
• LLM-Steered Clinical Knowledge Discovery for CVD Outcome Modeling
• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Yan, Qinglan

• MDPNet: A Multi-Scale Deformable Prototype Network for Accurate and Interpretable Medical Image Classification

Yan, Rongkai

• Precision Recall Controllable Radiology Report Generation via Hybrid Natural Language and Clinical Reward Learning

Yan, Rui

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Yan, Siyuan

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis
• DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology

Yan, Wei

• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis

Yan, Weicheng

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Yan, Wen

• Learning to Distort: Weakly-Supervised Image Quality Transfer for Prostate DWI Correction
• Deep EM with Hierarchical Latent Label Modelling for Multi-Site Prostate Lesion Segmentation
• Bridging Single Distortion Artifacts and Multifactorial Clinical Quality: Few-Shot Biparametric MRI Quality Assessment via Distortion-Trained Prototypical Networks

Yan, Wenqing

• PANet: Probability-Anchored Network for Ultrasound Bone Segmentation

Yan, Xingguang

• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Yan, Xu

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering

Yan, Xuefeng

• Confusion-Aware Evidence Calibration for Few-Shot Whole Slide Image Classification

Yan, Yan

• MM-UNet: Meta Mamba UNet for Volumetric Medical Image Segmentation

Yan, Yanghui

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction

Yan, Yige

• Latent Pathology–Age Decoupling in Functional Connectivity Graphs for Multi-task Schizophrenia Assessment

Yan, Yuanting

• Cardiac Motion Transfer with Adaptive Physics Constraint

Yan, Yuzheng

• ARCH-Net: Aligned 3D Teeth Reconstruction via Counterfactual-Enhanced Hierarchical Framework

Yan, Zengqiang

• SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment

Yan, Zhonghao

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Yan, Zipei

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Yang, Baoyao

• Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation

Yang, Benqiang

• Boundary-Aware Multi-Granularity Learning for Depression Severity Estimation

Yang, Bin

• Multimodal Contrastive Regression for Organ-Resolved Biological Age Prediction

Yang, Carl

• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction

Yang, Changchun

• Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos

Yang, Chaoxiang

• G3R: Gaussian-Based Geometry-Guided Reconstruction for Fetal Brain MRI

Yang, Cunyuan

• LLM-Bootstrapped Targeted Finding Guidance for Factual MLLM-based Medical Report Generation
• Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Yang, Fan

• Learning Beyond Pixels: Structured Knowledge Topology Consistency for Semi-supervised 2D/3D Medical Image Segmentation

Yang, Feng

• Prior-Anchored Debiasing for Long-Tailed Multi-Organ Pathology Report Generation

Yang, Guang

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV
• Unleashing Video Language Models for Fine-grained HRCT Report Generation
• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding
• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
• Motion-Conditioned Multi-view Fusion for Myocardial Infarction Localization from Echocardiography
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising
• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction
• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Yang, Guang-Zhong

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Yang, Guangqian

• PRA-PoE: Robust Multimodal Alzheimer’s Disease Classification under Arbitrary Modality Missingness
• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

Yang, Guangzhengao

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Yang, Guanyu

• CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation
• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Yang, Guoqing

• Learning Task-Specific Anatomical Priors via Context Distillation for In-Context Medical Image Segmentation

Yang, Gyeongsik

• Inversion from ECG Foundation Model

Yang, Haichun

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Yang, Hanqiu

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

Yang, Hao

• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging

Yang, Haolin

• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs
• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Yang, Haoran

• SD-SAM: Synergizing SAM and DINOv3 for Parameter-Efficient Polyp Segmentation and a Challenging Benchmark Dataset

Yang, Haorui

• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Yang, Haotian

• Angular-Constrained Hyperbolic Learning for Hierarchical Multimodal Survival Prediction

Yang, Hongjia

• Maximizing Domain Generalization in Automated Fetal Brain Biometry
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Yang, Honglong

• RadHiera: Semantic Hierarchical Reinforcement Learning for Medical Report Generation

Yang, Hongxi

• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Yang, Hsin-Jung

• BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery

Yang, Hui

• Mutually Promoted Medical Image Segmentation and Classification via Prompt-Driven Interaction

Yang, Huihua

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Yang, Huihui

• TGBD-Net: Tumor-Guided Bridging Distillation for Joint EGFR Mutation and Survival Prediction in Lung Cancer from CT Imaging

Yang, Hyung-Jeong

• VCDA-Net: Graph-Guided Voxel-Cluster Density Attention for Global-Regional Brain Age Gap Estimation
• Learning from Good Neighbors: Slice-wise Quality-aware CT-to-Diffusion MRI Synthesis

Yang, Jiachen

• VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography
• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Yang, Jian

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation
• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Yang, Jiancheng

• Refining 3D Medical Segmentation with Verbal Instruction
• PlaneCycle: Training-Free 2D-to-3D Lifting of Foundation Models Without Adapters
• OrthoFlow: Decoupled Landmark Prediction and Image Synthesis for Orthodontic Treatment Outcome Visualization
• Learning to Read Where to Look: Disease-Aware Vision–Language Pretraining for 3D CT

Yang, Jiannan

• Spatiotemporal Modeling of Tumor Dynamics via Optimal Transport for Enhanced Longitudinal Analysis

Yang, Jiarui

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding

Yang, Jiaye

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation

Yang, Jiewen

• CardiacPULSE: Frequency-Aware Self-supervised Cardiac Phase Detection in Echocardiography

Yang, Jin

• Active Source-free Domain Adaptation in Open-set Medical Image Segmentation via Decomposed Uncertainty and Prototype Discrepancy

Yang, Jinghan

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model

Yang, Jingzhi

• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Yang, Jinlin

• Proactive Domain Unification for Robust Echocardiography Segmentation

Yang, Jinzhu

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• CardioGS: Deformation-Driven 4D Gaussian Splatting with Self-supervised Cardiac Clock Learning for Rotational DSA Reconstruction
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Yang, Jiwoong

• OTCHA: Optimal Transport-Driven Confidence-Aware Latent Hub Alignment for Multi-view Medical Image Classification

Yang, Junlin

• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Yang, Kaiwen

• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Yang, Kaixiang

• KIDA: Kinematic-Intent Dual-path Alignment for Surgical Error Detection
• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Yang, Kaixing

• UT-MIL: Uncertainty-Rectified and TME-Decoupling Dual-Stream Aggregation for Robust WSI Survival Prediction
• MERIT: Multi-scale Mamba with Enhanced Information Retention for Treatment Response Prediction from Whole Slide Images

Yang, Kaiyuan

• Deep Probabilistic Cerebrovascular Atlas

Yang, Kun

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework

Yang, Kyungmi

• A Guideline-Aware AI Agent for Zero-Shot Target Volume Auto-Delineation

Yang, Lei

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography

Yang, Lincen

• Efficient Flow Matching for Sparse-View CT Reconstruction

Yang, Liqin

• Resolution-Conditioned Representation Learning for Unified Brain MRI Modeling

Yang, Litao

• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Yang, Liutao

• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution

Yang, Long

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases

Yang, Mingrui

• Medical Image Spatial Grounding with Semantic Sampling

Yang, Mo

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Yang, Nicholas

• Harmonic Kernel Mixing for Interpretable Oculomotor Event Segmentation in Video-Nystagmography

Yang, Nuo

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Yang, Piao

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Yang, Qian

• Toward Synergistic Learning for Liver Vessel and Couinaud Segmentations

Yang, Qianye

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Interpretable Probabilistic Medical Image Segmentation via Gaussian Process with Explicit Modelling of Annotation Bias and Variability
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Yang, Qiushi

• OPVD: On-Policy Chain-of-Visual-Thought Distillation for Medical Reasoning

Yang, Qiuxia

• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation

Yang, Ronald

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Yang, Sejung

• VL-RewardGen: Vision–Language Reward Driven Skin Lesion Image Generation
• HiEDL: Hierarchical Evidential Deep Learning for Uncertainty-Aware Tumor Segmentation from 3D CT via Boundary Regularization

Yang, Shaoshuai

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Yang, Shuanghong

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models

Yang, Shuhan

• HAR-MoE: Hierarchical Affinity-aware Routing Mixture-of-Experts for Unified Multi-Organ Ultrasound Analysis

Yang, Shuojue

• DeGenseGS: Geometrically and Semantically Decoupled Surgical Scene Understanding in 4D Gaussian Splatting

Yang, Sibei

• Born Different: A Multi-level Individualized Modeling Framework for Embryo Euploidy Prediction

Yang, Sicheng

• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis

Yang, Su

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva

Yang, Tian

• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals

Yang, Tianqi

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

Yang, Wanqi

• Time-Grounded Clinical Prediction from Longitudinal Multimodal Patient Histories

Yang, Wei

• Physics-Driven Cold Diffusion with Severity-Aware Sampling and Adaptive Degradation Estimation for MRI Motion Artifact Removal

Yang, Wenbo

• Automated Disentangling Analysis of Skin Colour for Lesion Images

Yang, Wenju

• Knowledge Distillation-Driven Quality Transfer with Importance-Guided Supervision for Fundus Image Enhancement

Yang, Xiao

• Residual Diffusion Bridge in Wavelet Space for Medical Image Translation

Yang, Xiaofeng

• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling

Yang, Xiaokang

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Yang, Xiaoyu

• TC-SSA: Token Compression via Semantic Slot Aggregation for Gigapixel Pathology Reasoning

Yang, Xikai

• SurgLQA: Scalable Long-Horizon Surgical Video Question Answering

Yang, Xinshan

• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification

Yang, Xuan

• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Yang, Xue

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Yang, Xulei

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Yang, Yan

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Yang, Yang

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening
• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Yang, Yanting

• LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-Ray

Yang, Yanwu

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling
• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis

Yang, Yihe

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Yang, Yijun

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation
• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory

Yang, Yiming

• Modeling Clinical Workflow for SYNTAX Scoring from Coronary Angiography Videos

Yang, Yingyu

• Latent Motion Spectral Regularity for Congenital Heart Defect Screening in Fetal Echocardiography
• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

Yang, Yiru

• Shape-Aware Registration Without Pretraining: CT-Ultrasound Bone Surface Alignment via Instance-Level Shape Completion

Yang, Yoon Seok

• SpikeMamba: Spike-Driven State Space Models for Energy-Efficient Biomedical Sequence Modeling

Yang, Yuan

• Physics-Driven Cold Diffusion with Severity-Aware Sampling and Adaptive Degradation Estimation for MRI Motion Artifact Removal

Yang, Yue

• All-in-One Augmented Reality Guided Head and Neck Tumor Resection

Yang, Yuechen

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Yang, Yuetong

• NeuroFlow: Manifold-Aware Topological Flow Matching for EEG Decoding

Yang, Yun

• Boundary-Aware Multi-Granularity Learning for Depression Severity Estimation

Yang, Yunjun

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Yang, Yuxuan

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Yang, Zefan

• Learning Directional Semantic Transitions for Longitudinal Chest X-Ray Analysis

Yang, Zheyun

• Prior-Guided Hierarchical Vector Quantized-VAE for Digital Subtraction Angiography Generation

Yang, Zhidong

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Yang, Zhihui

• Dual-Modality Neural Network Integrating Sequence and Structural Information for Drug-Target Interaction Prediction

Yang, Zhikai

• Multi-parametric MRI for Contrast Agent Free Breast DCE-MRI Synthesis
• MSQG-3DNet: Multi-scale Token Selection with Query-Decoder and Gated Fusion for 3D Breast Tumor Classification

Yang, Zhuoqin

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Yang, Zijiang

• DeNuC: Decoupling Nuclei Detection and Classification in Histopathology

Yang, Ziyuan

• Harmless Copyright Protection for CT Dataset

Yang, Zongjian

• S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation

Yao, Chenglin

• Physiologically Consistent Missing Channel Reconstruction and Cascaded MoE for Impairment Categorization from Visual Electrophysiological Signals

Yao, Jiawen

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Yao, Keyu

• EmERGE: A Multimodal LLM-Based Evidence-Mediated ECG Report Generation and Evaluation Approach

Yao, Qingsong

• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models

Yao, Shuilian

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning
• H2M-Net: Hierarchical Hyperbolic Memory Network for Pathological Report Generation

Yao, Tianyuan

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Yao, Xiaoli

• Mutually Promoted Medical Image Segmentation and Classification via Prompt-Driven Interaction

Yao, Xincheng

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation

Yao, Xingwang

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Yao, Xinyan

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Yao, Xuancheng

• Question-Driven Decision Tree via Knowledge Distillation for Interpretable Prediction

Yao, Ye

• SAMoCo: A Learning-Initialized and Physics-Refined Framework for Sampling-Agnostic Motion Correction in MRI

Yao, Yifei

• Diagnose Like a Doctor: Misdiagnosis-Aware Structured Memory for Continual Learning of Medical Vision-Language Models

Yao, Yincheng

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Yao, Zhengjian

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Yao, Zhijun

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Yap, Choon Hwai

• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Yaqub, Mohammad

• PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization
• On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos
• MetaVFM: Meta-Learned Efficient Adaptation of Vision Foundation Models for Medical Imaging
• MedObvious: Exposing the Medical Moravec’s Paradox in VLMs via Clinical Triage
• Lost in Volume: The CT-SpatialVQA Benchmark for Evaluating Semantic-Spatial Understanding of 3D Medical Vision–Language Models
• From Point Estimates to Distributions: GMM Pooling for MIL in Preterm Birth Prediction
• CONNECT-4: Brain Connectivity-Guided Hyperedge Graph Fusion for Structural MRI to 4D Rest Functional MRI Synthesis
• Can Experts Adapt Without Training? On Test-Time Modality Generalization in MVLMs

Yaskiv, Oksana

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Yassa, Murat

• Disentangling Clinic-Specific Acquisition Variability from Motion Dynamics in Intrapartum Ultrasound

Yassin, Aya

• A Multi-center Benchmark for Abdominal Disease Diagnosis and Report Generation from Non-Contrast CT

Ye, Chenfei

• Progressive Self-supervised Learning with Individualized Community Assignment for Brain Network Analysis
• Controllable Histopathology Image Synthesis with Training-Free Structural Initialization and Textural Modulation

Ye, Chengze

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation
• TCCT: Trajectory-Conditioned CBCT Reconstruction for Sinusoidal Non-circular Orbits with a Fourier Neural Operator
• Speech-Guided Multimodal Learning for Vocal Tract Segmentation in Real-Time MRI

Ye, Chuling

• Peeling an Onion: Layer-Wise Doppler-Backprojected Ultrasound Microvascular Vector Flow Imaging

Ye, Chuyang

• TGH-DB: Template-Guided Heteroscedastic Diffusion Bridge for Brain MRI-to-PET Synthesis

Ye, Dong Hye

• BrainKODE: Controlled Koopman Dynamics over Longitudinal Structure–Function Coupling for Early Prediction of Adolescent Substance Use

Ye, Felix X.-F.

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Ye, Jinlun

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Ye, Johan Ziruo

• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Ye, Jong Chul

• Improving Factuality of 3D Brain MRI Report Generation with Paired Image-domain Retrieval and Text-domain Augmentation

Ye, Juan

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Ye, Kangqing

• Unsupervised Domain Adaptation for Pelvic Landmark Localization in CT and MR Using Landmark-Conditioned Synthesis

Ye, Mang

• FedCHDP: Federated Concept-Guided Dual-Modal Prompting for CHD Diagnosis

Ye, Ping

• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Ye, Qing

• Kinetics-Informed Neural Representation for Dual-Tracer Dynamic PET Separation

Ye, Qiongyu

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Ye, Scott

• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling

Ye, Shuchang

• Case-Specific Priors-Guided Multimodal Fusion for Prognosis Prediction in Head and Neck Cancer

Ye, Sung-Joon

• PiMoE: Physics-Informed Mixture-of-Experts for Accelerated MRI Reconstruction

Ye, Tian

• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement

Ye, Wenbin

• Noise-Aware Importance–Uncertainty Disentangled Multimodal Learning for Robust Cancer Survival Prediction

Ye, Wenhao

• Brain-DiT: A Universal Multi-state fMRI Foundation Model with Metadata-Conditioned Pretraining

Ye, Xianwang

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT

Ye, Xinchen

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification

Ye, Xuesong

• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Ye, Xujiong

• Wavelet-Guided Spectral–Spatial Learning for Medical Hyperspectral Image Segmentation
• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Ye, Zanting

• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Ye, Zhaoyi

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Ye, Zhitao

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Yendiki, Anastasia

• Tractography-Driven Synthetic Data Generation for Fiber Bundle Segmentation in Tracer Histology

Yeo, Si Yong

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Yeon, Dong-heon

• MAGE: Color-Invariant and Spatial Knowledge Distillation for Gastric Neoplasm Classification

Yetisgen, Meliha

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Yi, Chunzhi

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Yi, Mun Yong

• SAM-Cluster and SAM-LP: Structure-Aware Evaluation Metrics for Selecting WSI Feature Extractors Without MIL Training
• Reasoning Trace Divergence: An Empirical Signal for Trustworthy Black-Box MLLMs in Histopathology Classification
• RaLMPH: Reliability-Aware Learning for Multi-Pathologist Harmonization in Whole-Slide Image Classification
• Missing Modality-Aware Calibration for Trustworthy Brain Tumor Segmentation
• DiagMIL: Uncertainty-Gated Coarse-to-Fine Multi-resolution MIL for WSI Diagnosis

Yi, Paul

• Research Design Considerations for Empirical User Studies in MICCAI

Yi, Won-Jin

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Yi, Zhenyu

• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis
• CerviThink: A Reinforced Visual Reasoning Framework for Cervical Cancer Cell Classification
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Yilmaz, Rüveyda

• PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction

Yim, Wen-wai

• RADAR: A Multimodal Benchmark for 3D Image-Based Radiology Report Review

Yin, Feiyu

• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis

Yin, Hanlin

• Glasses: Adapter-Enhanced DINOv3 with Boundary-Aware Multi-Scale Representations for Medical Image Segmentation

Yin, Haojie

• Frequency-Aware Multi-Margin Loss for Imbalanced Medical Ordinal Classification

Yin, Hong

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Yin, Kejing

• Uncertainty-Aware Hypergraph Consistency Learning for Semi-supervised Medical Image Segmentation

Yin, Lu

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents
• MedFM-Robust: Benchmarking Robustness of Medical Foundation Models
• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Yin, Xiangming

• KANResDiff: Learning Local Residual Diffusion via Kolmogorov-Arnold Network for Ambiguous Medical Image Segmentation

Yin, Yuan

• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis

Yin, Yunfei

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Yin, Zhaoxia

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification

Yin, Zhaozheng

• PhysioSplat: Physics-Informed Dynamic Gaussian Splatting for Surgical Scene Reconstruction

Yin, Zihan

• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Ying, Haochao

• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space

Yip, Hon-Chi

• From Perception to Anticipation: Forecasting Vessel–Instrument Interactions in Endoscopic Surgery under Unreliable Observations

Yohn, Christine

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Yong, Ken-Tye

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Yoo, Chuck

• Inversion from ECG Foundation Model

Yoo, Jung Sun

• Decoding the Alzheimer’s Continuum: Interpretable Multi-gate Routing for Diagnosis and Transition Prediction

Yoo, Sangbaek

• Anatomically Accurate 3D Vessel Generation via 3-Phase Chebyshev Curve Diffusion

Yoo, Seok Bong

• DosePlug: Observation-Driven Dose Modeling for Robust Low-Dose Reconstruction and Segmentation

Yoon, Yu Gyeom

• Real-Time Prediction of Impending Severe Fetal Distress Using Deep Learning on Fetal Heart Rate Monitoring

You, Chenyu

• NeuroSonic: Conditional Flow Matching for EEG-to-Speech Reconstruction
• FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

You, Qingwei

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Young, Chingyi

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Young, Geoffrey S.

• Robust automatic brain vessel segmentation in 3D CTA scans using dynamic 4D-CTA data

Yousefi, Amir

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Yu, An

• RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization

Yu, Andrew Seohwan

• Medical Image Spatial Grounding with Semantic Sampling

Yu, Arion

• Echo-SCAR: Temporal Feature Learning for Myocardial Scar Detection from Routine Echocardiography

Yu, Boxiao

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Yu, Changning

• UniSpine-GS: An Efficient Physics-Aware Gaussian Framework for Cross-Modality Multi-view Spine Image Synthesis

Yu, Chengjin

• Cardiac Motion Transfer with Adaptive Physics Constraint
• Arrhythmia-Robust Cine-MRI via Latent Motion Artifact Characterization

Yu, Chenhao

• SAW: Toward a Surgical Action World Model via Controllable and Scalable Video Generation
• AffordTissue: Dense Affordance Prediction for Tool-Action Specific Tissue Interaction

Yu, Chenke

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Yu, Faye

• OsteoFlow: Lyapunov-Guided Flow Distillation for Predicting Bone Remodeling after Mandibular Reconstruction

Yu, Haiyao

• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction

Yu, Han

• SwallowReg: SAM-Assisted Deformable Registration with Adaptive Global-Local Features for Cine-MRI Swallowing Function Quantification

Yu, Hanyi

• NeuroFlow: Manifold-Aware Topological Flow Matching for EEG Decoding
• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Yu, Haoqi

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Yu, Hengjie

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Yu, Hongjie

• Uni-Brain: Anatomy-Informed Diffusion for Multi-Tracer Synthesis and Counterfactual Prognosis from Cross-Sectional Data

Yu, Hongqian

• Adaptive Frequency-Guided Parallel Mamba Network for Polyp Segmentation

Yu, Jeong Il

• ViPSAM: Visual Prompting Medical Image Segmentation Using Segment Anything Model

Yu, Jiacheng

• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Yu, Jiahui

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment
• CoGaze: Closed-Loop Eye-Face Alignment for Multi-center Mobile Gaze-Based Cognitive Screening in Older Adults

Yu, Jingjing

• Multi-scale Dual-domain Fusion-Based Spatio-Temporal Graph Learning for fNIRS Signal Classification
• HbO2 and HbR Spatiotemporal Heatmap Feature Fusion Network for ADHD Diagnosis in Children

Yu, Jingtao

• Proto-CAP: Prototype Memory Fusion and Curriculum-Adaptive Loss for Pediatric Myopia Visual Question Answering

Yu, Jinhua

• Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation
• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis

Yu, Kelly

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Yu, Keyan

• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Yu, Lequan

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding
• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Yu, Long

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Yu, Mingyang

• Tracer-Adaptive Expert Learning for Generalizable PET Lesion Segmentation
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance
• OTFusion: Optimal Transport-Driven 3D Multi-modal Medical Image Fusion for Enhanced Cross-Modality Representation

Yu, Peixin

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Yu, Peng

• SAM2 as a Key Bridge Between 2D Slices and 3D Volumes for Sparsely-supervised Medical Image Segmentation
• Cycle-Verified Gentle Teaching and Confusion Correction for Label-Scarce Cross-Modal Single-Cell Annotation

Yu, Qian

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation

Yu, Qinji

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Yu, Qinkai

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities

Yu, Qiwan

• NR-Align: Non-rigid Alignment for Non-simultaneous Two-View 3D Coronary Reconstruction in Complex Cardiac Interventions

Yu, Seung-Young

• Response-Aware Multimodal Learning for Post-treatment Visual Acuity Forecasting

Yu, Sigang

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Yu, Sun

• SurgRFO: Foundation Model Based Compositional Synthesis of Critical Retained Foreign Objects in Intraoperative Chest X-Rays

Yu, Sunwoo

• MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Yu, Tian

• BioFact-MoE: Biologically Factorized Mixture of Experts for Vision–Language Prognostic Modeling in Hepatocellular Carcinoma

Yu, Tianqi

• ALFA: Biplanar X-Ray Reconstruction via Anatomy-Latent Field Adaptation

Yu, Tianze

• Preoperative Simulation of Personalized Breast Reconstruction via Implant Prior Controllable Diffusion

Yu, Wei

• Community-Aware Dynamic Graph Learning for Brain Disorder Diagnosis

Yu, Wenfei

• CMD-AD: Cross-Modality Distillation from fMRI-EEG for Single-Modality Alzheimer’s Disease Diagnosis

Yu, Xiaobing

• Active Source-free Domain Adaptation in Open-set Medical Image Segmentation via Decomposed Uncertainty and Prototype Discrepancy

Yu, Yang

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation
• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Yu, Yaoyao

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Yu, Yi

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Yu, Yinghong

• PlaneCycle: Training-Free 2D-to-3D Lifting of Foundation Models Without Adapters

Yu, Zeqiu

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Yu, Zhaolin

• OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Yu, Zhen

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Yu, Zhengtao

• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction

Yu, Ziqi

• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis

Yuan, Cheng

• SCISSR: Scribble-Conditioned Interactive Surgical Segmentation and Refinement
• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Yuan, Feng

• MedRAG-SCA: A Retrieval-Augmented Self-correcting Agent for Clinically Compliant Cross-Modality MRI Synthesis
• FermatSyn: SAM2-Enhanced Bidirectional Mamba with Isotropic Spiral Scanning for Multi-Modal Medical Image Synthesis
• Dino U-Net: Exploiting High-Fidelity Dense Features from Foundation Models for Medical Image Segmentation

Yuan, Haoyue

• Uni-Brain: Anatomy-Informed Diffusion for Multi-Tracer Synthesis and Counterfactual Prognosis from Cross-Sectional Data
• Learning Hierarchical Anatomy-Grounded Representation for Cross-Modal Registration

Yuan, Jiahong

• TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation

Yuan, Kehong

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Yuan, Kun

• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary
• HyperVLP: Enhancing Hierarchical Surgical Video-Language Pre-training in Hyperbolic Space

Yuan, Lingling

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification

Yuan, Lu

• Retinopathy of Prematurity Staging via Prototype-Evidential Learning

Yuan, Mengxuan

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Yuan, Ruicheng

• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction
• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Yuan, Ruifeng

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Yuan, Ruizhi

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Yuan, Wei

• BioFlow: A Biologically Valid Support-Preserving Flow for Histology-Conditioned Spatial Transcriptomics Prediction

Yuan, Wu

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
• IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation

Yuan, Xiaohan

• RePCM: Region-Specific and Phenotype-Adaptive Bi-ventricular Cardiac Motion Synthesis
• CineMesh4D: Personalized 4D Whole Heart Reconstruction from Sparse Cine MRI

Yuan, Yading

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Yuan, Ye

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Yuan, Yinyin

• Multi-regional CT Radiomics Fusion to Quantify Pathology-Derived Pollutant Burden in Lung Cancer

Yuan, Yixuan

• UniField: A Unified Field-Aware MRI Enhancement Framework
• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models

Yuan, Yuchen

• MUX-USCT: A Noise-Robust Neural Network for Ultrasound Computed Tomography
• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition
• Bridging Vision Foundation Model Priors with CLIP for Spatial-aware Few-shot Anomaly Detection in Medical Images

Yuan, Zheng

• Robust Colonoscopy Video Polyp Segmentation via Quality-Aware Memory and Prototype Alignment

Yuchi, Ming

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Yue, Baokun

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Yue, Hailin

• ConVL: Interpretable Concept-Guided Vision-Language MIL for Survival Analysis in Whole Slide Images

Yue, Jiacheng

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics

Yue, Wensong

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Yue, Xiaodong

• SCKAN: Structural Consensus-Based KAN Prototype Learning for Semi-supervised Pancreas Segmentation

Yue, Xiaoyu

• LeGend: Lesion-Guided Longitudinal CXR Generation via Gaussian-Biased Causal Attention

Yuille, Alan L.

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Yun, Bo

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Yun, Boxiang

• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Yun, Hyunbin

• OrthoMorphNet: Alignment-Guided Hierarchical Morphological Synthesis of Post-orthodontic Dentition and Gingiva
• Diff-SABR: Diffusion-Based Symmetry-Aware Reconstruction of Alveolar Bone Defects from CBCT

Yun, Juseung

• MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models

Yung, Ka-Wai

• AdaBIMBA: Adaptive Token Compression for Long Endoscopy Video Understanding

Yushkevich, Paul A.

• Joint Decomposition and Learned Deformation for Part-to-Whole MRI to Histology Registration
• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders
• Automated Optical Density Normalization for Myelin Quantification: Cross-Modal Validation with 7T Ex Vivo MRI

Yusuf, Mohammad

• Equity-Aware Self-supervised Multi-domain Connectome Representation Learning for Major Depressive Disorder Diagnosis

Zabihi, Mariam

• SIGMA-VAE: Sketched Isotropic Gaussian Multi-View Autoencoder for Normative Modeling

Zafeiriou, Stefanos

• DermaFlux: Synthetic Skin Lesion Generation with Rectified Flows for Enhanced Image Classification

Zaharchuk, Greg

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Zaiane, Osmar R.

• Learning the Hierarchical Organization in Brain Network for Brain Disorder Diagnosis
• Exploring Subnetwork Interactions in Heterogeneous Brain Network via Prior-Informed Graph Learning
• BrainSTR: Spatio-Temporal Contrastive Learning for Interpretable Dynamic Brain Network Modeling
• BrainACU: Asynchronous Coordination Unit Modeling for Dynamic Brain Network Analysis

Zaidi, Nayyar

• Prompt and Probe: Data-Efficient Adaptation of Black-Box Foundation Models via Unified Active Visual Prompting

Zakeri, Arezoo

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Zaki, Nazar

• One-Shot Data Selection for Medical Image Classification via Graph Coverage

Zala, Nico Camillo

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

Zamarud, Aroosa

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

Zedda, Luca

• QG-MIL: A Gated Transformer Aggregator for Domain-Agnostic Multiple Instance Learning in Medical Imaging

Zeevi, Tal

• On-Manifold Variational Learning with Heat-Kernel Priors

Zelinsky, Gregory

• Pathologist Attention–Aligned Report Generation for Prostate Histopathology

Zeng, Bing

• B-spline Activations as Intrinsic Uncertainty Estimators in Medical Image Segmentation

Zeng, Dong

• DRGFuse: Alignment-Guided Dual-Layer Reliability-Gated CT–WSI Fusion for Preoperative TRG0 Vs TRG1–3 Prediction in Esophageal Cancer

Zeng, Feng

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Zeng, Guangjian

• LAD: Learnable Anisotropic Deformation for 3D Medical Image Analysis

Zeng, Jiajun

• PromptGate: Client-Adaptive Vision–Language Gating for Open-Set Federated Active Learning
• K-MaT: Knowledge-Anchored Manifold Transport for Cross-Modal Prompt Learning in Medical Imaging

Zeng, Jun

• SRMA-Mamba: Spatial Reverse Mamba Attention Network for Pathological Liver Segmentation in MRI Volumes

Zeng, Luping

• Addressing Gradient Conflicts in Multimodal Fundus Disease Recognition with Fusion-Guided Learning

Zeng, Pan

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models

Zeng, Pinxian

• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis

Zeng, Qiang

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image
• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Zeng, Qingyan

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Zeng, Qingyuan

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Zeng, Shuang

• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Zeng, Wenwen

• Prompt Group-Aware Training for Robust Text-Guided Nuclei Segmentation

Zeng, Xiaolu

• InSPIRE: Multiparameter Inversion for Ultrasound Computed Tomography via Sequential Position-Based Implicit Representation

Zeng, Xiaoyu

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking

Zeng, Xinglin

• ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-supervised Masked Autoencoders

Zeng, Xinyi

• Text as the Sieve: Information Bottleneck Guided Prototype Sieving for Text-Guided Medical Image Segmentation
• PoCoLT: Position-Aware Cross-Modal Learning with LLM-Decoupled Hierarchical Reports for TMD Diagnosis

Zeng, Yue

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Zeng, Zhigang

• Synergistic Perception-Reasoning Governance: Grounding Medical MLLMs with Verifiable Anatomical Evidence

Zeybek, Busra Nur

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations

Zhai, Jingyan

• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution

Zhai, Shaoqing

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation
• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation

Zhai, Weiqi

• MedEnv: Scaling Multimodal Virtual Medical Environments for Long-Horizon Diagnosis
• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Zhai, Yihui

• Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model

Zhai, Ying

• Learning Diverse and Realistic Polyp Data via Style-Fused Diffusion Models

Zhan, Chen

• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning
• CW-B: Class Weighted Boosting Framework for Imbalance Resilient Multi Class Cardiac Phenotyping

Zhan, Xufeng

• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation

Zhan, Yibing

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Zhan, Yihui

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

Zhan, Yiqiang

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Zhan, Zhaoyi

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Zhang, Baochang

• Breaking Annotation Dependency in Coronary Stenosis Segmentation via Physics-Driven Sim2Real Learning

Zhang, Chao

• RareGCD: Toward Rare Disease Discovery via Generalized Category Discovery
• Large-Scale Distributed GPU-Accelerated Respiratory Motion-Resolved Reconstruction of 3D Non-cartesian mGRE MRI

Zhang, Chenghong

• Occlusion-aware Disparity Estimation via Depth Prior Embedded Cost Volume for Stereo Endoscopic Images

Zhang, Chengwen

• Learnable In-Context Templates for Medical Image Segmentation via In-Context Learning

Zhang, Chengzhe

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Zhang, Chenming

• NutriDiff: Phenotype-Consistent Diffusion Augmentation for Malnutrition Screening

Zhang, Chenran

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans

Zhang, Chuanhao

• FA-Diff: Leveraging Frequency-Aware RWKV Diffusion for OCT to Correlation-Stability Map Translation

Zhang, Chujie

• Dual-Stream Diffusion with Structure-Aware Fusion for Joint Synthesis of Coherent Medical Image-Mask Pairs

Zhang, Cristina

• Multi-parametric MRI for Contrast Agent Free Breast DCE-MRI Synthesis

Zhang, Dan

• Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation
• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Zhang, Daoqiang

• RACA: Rule-Aligned Collaborative Agents for Evidence-Grounded Breast Ultrasound Classification
• CT-Conditioned Diffusion Prior with Physics-Constrained Sampling for PET Super-Resolution
• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation
• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Zhang, Di

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Zhang, Dian

• ARCH-Net: Aligned 3D Teeth Reconstruction via Counterfactual-Enhanced Hierarchical Framework

Zhang, Dingzhong

• Automated Scope Pose Estimation in Real-World Robotic-Assisted Bronchoscopy with Integrated C-Arm Imaging

Zhang, Dong

• KiD-Seg: Kinetic-Disentangled Contrastive Learning with Anchor Guidance for Incomplete Multi-Modal Liver Tumor Segmentation
• HAM-BGT: Harmonic-Aware Multimodal Brain Graph Transformer for Brain Disease Diagnosis

Zhang, Donghao

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Zhang, Fan

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI
• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

Zhang, Fang-Lue

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Zhang, Francis Xiatian

• FDRAS: Failure Diagnosis and Repair for Airway Segmentation

Zhang, Guodao

• MedTSC-Net: Bridging Semantic and Scale Gaps in Text-Guided Medical Image Segmentation

Zhang, Haixian

• IgG4-QPC: Quantitative Pathology-Consistent Virtual Staining from H&E to IgG4

Zhang, Han

• Training LLMs with Reinforcement Learning over Digital Twin Representations for Reasoning-Intensive Surgical VideoQA
• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Zhang, Hanwen

• Task-Performance Routing for Multi-teacher Distillation in CT Medical Image Segmentation

Zhang, Hanxiao

• ECFR: Entropy-Consistency Flow Rectification in Test-Time Adaptation for Medical Foundation Models

Zhang, Hanyuan

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

Zhang, Hao

• Mutual Distillation of Dual-Foundation Models for Semi-supervised PET/CT Segmentation
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Echo4DIR: 4D Implicit Heart Reconstruction from 2D Echocardiography Videos
• CrownFusion: 3D Dental Crown Generation Using Geometry Images and Latent Diffusion

Zhang, Hao F.

• Volume-Fused Super-Resolution OCT Reveals Cellular-Level Structures in the Outer Segment Across Wider Fields Without Adaptive Optics

Zhang, Haofeng

• PSP: Harnessing Position and Shape Priors for Cross-Domain Few-Shot Medical Image Segmentation

Zhang, Haosen

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Zhang, Haotan

• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

Zhang, Haoyang

• FSE-Reg: Enhancing 3D Deformable Registration with Frozen Large-Scale Pre-trained Segmentation Encoders

Zhang, Henggui

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models

Zhang, Hengyu

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Zhang, Hongkun

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Zhang, Hongyuan

• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection

Zhang, Hongze

• Pressure-Tuned Auditor for Sycophancy-Resistant Breast Ultrasound VLM Diagnosis

Zhang, Huabin

• SONIC: Sonographer-Inspired Conceptual Explanation for Neural Networks

Zhang, Huahui

• Angio-Stitch: An Unsupervised Coarse-to-Fine Framework for Sequential Stitching of Confocal Laser Endomicroscopy Images

Zhang, Hualong

• C²RM-Seg: Causal Counterfactual Reasoning with Structural-Semantic Priors for Weakly Supervised Histopathological Tissue Segmentation

Zhang, Hui

• When Brains Disagree: Biological Ambiguity Underlies the Challenge of Amyloid PET Synthesis from Structural MRI
• Semantic-Consistent Dual-Image Vision-Language Alignment via Modality Routing for 3D PET/CT
• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering

Zhang, Huifeng

• Unveiling Brain-Body Axis Interactions in Psychiatric-Endocrine Disorder with Deep Graph Causal Neural Network

Zhang, Huihuang

• R2P-SAM: Root-to-Prompt Hair Instance Segmentation with Geometric Priors under Point Supervision

Zhang, Huixiong

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Zhang, Jialin

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation

Zhang, Jian

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation
• BRAIN: Bi-directional Motion Reasoning with Dynamic Memory Pruning for Surgical Video Segmentation

Zhang, Jianfeng

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Zhang, Jianhai

• Perfusion Aware Infarct Core and Penumbra Segmentation on NCCT with Region Constraints

Zhang, Jianjia

• Imbalance-Aware Distributional Alignment of Heterogeneous Modalities for HER2 Status Prediction

Zhang, Jianpeng

• Time-Grounded Clinical Prediction from Longitudinal Multimodal Patient Histories
• Bidirectional Anatomy-Aware Post-Training for Longitudinal Chest X-Ray Progression Modeling
• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Zhang, Jiansong

• MicroscopyCLIP: A Domain-Specific Vision-Language Model for Optical Microscopy

Zhang, Jiaqi

• PathoMamba: Piecewise-Diffeomorphic Registration via Stiffness-Modulated State Space Dynamics

Zhang, Jiatian

• Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Zhang, Jichang

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases
• Heterogeneity-Adaptive Diffusion Schrödinger Bridge for PET-Guided Whole-Body MRI Translation

Zhang, Jieming

• Weakly-Supervised Temporal Decomposition with Graph Neural Networks for Parkinsonian Turning Assessment

Zhang, Jing

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Zhang, Jingdong

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Zhang, Jingfeng

• Reformulating Chest X-Ray Report Generation as Fine-Grained Visual Question Answering with Structured Clinical Report Templates

Zhang, Jinghua

• KMP-MIL: Knowledge Memory Pool Multiple Instance Learning with Foundation Model for Continual Whole Slide Image Classification

Zhang, Jingjing

• Residual Diffusion Bridge in Wavelet Space for Medical Image Translation

Zhang, Jingyang

• Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification

Zhang, Jingyi

• MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation

Zhang, Jinjian

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Zhang, Jinlong

• Physics-Driven Cold Diffusion with Severity-Aware Sampling and Adaptive Degradation Estimation for MRI Motion Artifact Removal

Zhang, Jinying

• Intraoperative X-Ray-Guided Tumor Tracking via Dynamic 3D/2D Registration with Task-Driven 3D Gaussian Priors

Zhang, Jiong

• Dynamic Collaborative Continual Test-Time Adaptation for 3D Vessel Segmentation
• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Zhang, Kai

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases

Zhang, Kang

• DentMamba: An Anatomy-Aware Global-Local Hybrid Network for Large-Scale Multi-class Dental Disease Detection

Zhang, Ke

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers

Zhang, Kun

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image
• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models
• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction

Zhang, Lei

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation
• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification

Zhang, Li

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Zhang, Lian

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Zhang, Lichi

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation
• CerviThink: A Reinforced Visual Reasoning Framework for Cervical Cancer Cell Classification
• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Zhang, Lijing

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Zhang, Lin

• Learning Prototypes for Unsupervised Joint Generation of Conditional Templates and Atlases

Zhang, Lina

• NetCorr: A Resection-Induced Network Perturbation Framework for Predicting Seizure Freedom in Drug-Resistant Epilepsy

Zhang, Ling

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow
• EndoVLM: An Endoscopy Vision-Language Pre-training Model via Anatomy-Guided Sparsity and Progressive Alignment
• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis
• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Zhang, Ling-Xiao

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Zhang, Lingyan

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Zhang, Linsen

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Zhang, Liuyuan

• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction

Zhang, Lizhi

• Trajectory-Aware Cross-Paradigm Transformers for Efficient System Matrix Calibration in Magnetic Particle Imaging
• P2R-Net: Physics-to-Reality SM Calibration Network with Sparse Measurement Guidance for High-Precision MPI Reconstruction

Zhang, Lu

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion
• Dual-Domain Meta Conditioning Network for Fetal Head and Pubic Symphysis Segmentation in Ultrasound Images Analysis

Zhang, Miao

• Addressing Tissue and Appearance Heterogeneity in Text-Guided Few-Shot WSI Classification
• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Zhang, Miaomiao

• Learning to Unify Deformable Shape and Texture Representations for Cardiac Video Classification
• CalcSeg: Confidence-aware 3D Latent Context Curriculum Learning For Myocardial Scar Segmentation From Single-Stack LGE-CMRs

Zhang, Minqing

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs
• IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation
• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Zhang, Nan

• DEER: A Foundation Model with Dual-Branch CT-Enhanced Embeddings for Thoracoabdominal Radiographs

Zhang, Ning

• PINet: A Multimodal Network for Pontine Infarction Segmentation and Early Neurological Deterioration Prediction

Zhang, Ningyue

• OPVD: On-Policy Chain-of-Visual-Thought Distillation for Medical Reasoning

Zhang, Peng

• Beyond Stochastic Diffusion: Trajectory-Consistent Deterministic Flow Matching for Fluorescence Molecular Tomography

Zhang, Pengshuo

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning

Zhang, Pingping

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Zhang, Qi

• Reconstructing Isotropic 3D Cervical MRI from Anisotropic Clinical Scans via Anatomy-Style Decoupled INRs
• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis
• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Zhang, Qiang

• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI

Zhang, Qianwen

• KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning

Zhang, Qibin

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Zhang, Qing

• Non-parametric Prototypes Enable Semantic Graph Learning for Whole-Slide Pathology
• Low-Rank Text-Guided Spectral Learning for Semi-supervised MHSI Segmentation
• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification
• Angular-Constrained Hyperbolic Learning for Hierarchical Multimodal Survival Prediction

Zhang, Qinhe

• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Zhang, Rong

• NASD-Diff: A Noise-Assisted Structural Difference Diffusion Model for CT Angiography Generation from NCCT
• Cubic Structure-Aware Neural Radiance Fields for Zero-Shot Super-Resolution of Susceptibility-Weighted Imaging

Zhang, Rongye

• Frequency-Aware Neural Architecture Search with Bidirectional Mamba for EEG Emotion Recognition
• Age Conditional Longitudinal Forecasting of Adolescent Functional Connectivity via Brownian Bridge Diffusion Models

Zhang, Rongyu

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Zhang, Rongzhao

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training

Zhang, Ruichen

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Zhang, Ruimao

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Zhang, Ruiyang

• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Zhang, Shaoting

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training
• Segment Anything Model with Symmetric Spectral Uncertainty Gating for Generalizable Medical Image Segmentation

Zhang, Shaoyang

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation

Zhang, Shengjie

• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis

Zhang, Shu

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Zhang, Shugang

• RAM-Missing: Retrieval-Augmented Missing-Aware Fusion for Robust Lung Cancer Subtyping
• Di-PACT: Discrete Prognosis via Aligned Co-Topology of Pathways and Tumor Microenvironment

Zhang, Shuheng

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis

Zhang, Shunyi

• SpecF2M: A Spectral-Aware Multi-task Network Estimating Axial Length and Refractive Error from Pediatric Fundus Photographs

Zhang, Shurui

• Intraoperative Fluoroscopy-Volume Registration Using Virtual-Supervision Skeleton Attention

Zhang, Shuyu

• Physics-Grounded Weakly Supervised Histopathological Tissue Segmentation via Frozen Tri-Domain Prototypes

Zhang, Shuyuan

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Zhang, Siqi

• Low-Rank Text-Guided Spectral Learning for Semi-supervised MHSI Segmentation
• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction

Zhang, Song

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Zhang, SongYao

• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Zhang, Songyao

• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2

Zhang, Tao

• TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation

Zhang, Tiande

• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Zhang, Tianqiao

• CSAM-HQ: A Multi-stage Refinement Framework for Surgical Instrument Segmentation based on SAM and Probabilistic Graphical Models

Zhang, Tianyang

• Harnessing Adversarial Distillation to Customise Debiased, Disease-Specific Pathology Foundation Models for Breast Cancer

Zhang, Tianyi

• Enhancing Pathological VLMs with Cross-scale Reasoning

Zhang, Tianyu

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability
• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration
• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• Multi-Annotation Adaption: A Label-Informed Dynamic Framework for Medical Segmentation and Localization
• ClinRAG-GRAPH: Clinical-Prior Retrieval-Augmented Graph Model with Domain Adversarial Learning for Breast pCR Prediction
• Beyond the Batch: Momentum-Updated Virtual Cohorts for 3D PET-CT Prognosis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

Zhang, Tingbao

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Zhang, Tingfeng

• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Zhang, Tongrui

• Skill-Evolving Grounded Reasoning for Free-Text Promptable 3D Medical Image Segmentation

Zhang, Wanjun

• TrustSyn: Reliable and Divergent Synergy for Mixed-Domain Fundus Segmentation

Zhang, Wanqin

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Zhang, Wei

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI
• Artifact-aware Prompt Learning for Domain Generalization
• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

Zhang, Weifang

• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Zhang, Weitong

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Zhang, Weizhi

• HK-Fuse: Hilbert-Interleaved Kimi Delta Attention for Incomplete-Modality Brain Tumor Segmentation

Zhang, Wenbo

• S-GRPO: Structural Group Relative Policy Optimization for Medical Image Segmentation
• PhysOCT: Physics-Guided Retinal Modeling for OCT Image Synthesis

Zhang, Wenfeng

• Wavelet-Enhanced Coarse-to-Fine Radiology Report Generation with Large Language Models
• BDFR-Net: Boundary-Aware Dual-Domain Feature Reconstruction Network for Fetal Ultrasound Image Segmentation

Zhang, Wenqiao

• E-MRL: Cross-View Aligned Evidence-Driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis

Zhang, Wenxin

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Zhang, Xiangcheng

• DentalPSAM: Lifting SAM to Dental Plaque Segmentation with Hybrid 2D-3D Knowledge Fusion

Zhang, Xiao

• DPMix-GAN: Dual-Domain Perception and Dynamic Patch-Wise Mixing GAN for 3D CT Synthesis in MR-only Radiotherapy

Zhang, Xiaobo

• MedXEdit-GRPO: Reasoning-Aware Online RL for Counterfactual Medical Image Generation

Zhang, Xiaocheng

• LongMedBench: Benchmarking Medical Agents for Long-Horizon Clinical Decision-Making

Zhang, Xiaofan

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Zhang, Xiaoming

• Deep Probabilistic Cerebrovascular Atlas
• Anatomy-Conditioned Domain Randomization for Zero-Shot 3D Cerebrovascular Segmentation

Zhang, Xiaoqing

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports

Zhang, Xiaoran

• Subject-Specific Low-Field MRI Synthesis via a Neural Operator

Zhang, Xiaorui

• Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Zhang, Xiaotian

• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation

Zhang, Xin

• G3R: Gaussian-Based Geometry-Guided Reconstruction for Fetal Brain MRI
• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Zhang, Xinfeng

• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Zhang, Xinmei

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

Zhang, Xinye

• GCM-Net: Anatomy-Aware Gaussian-Contrastive Multi-layer Fusion Network for Abdominal Ultrasound Standard Plane Classification

Zhang, Xiyuan

• A Unified Few-Shot Framework for Multi-Atlas Neuroimaging Segmentation Leveraging Vision Foundation Models

Zhang, Xu-Yao

• MedPro: Dual-View Propagation and Prototypical Assessment for Training-Free Few-Shot Medical Segmentation

Zhang, Xukun

• Vis2Reg: Visibility-Aware Landmark-Free Geometric 3D–2D Registration for Liver Laparoscopy

Zhang, Xun

• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Zhang, Xuyun

• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Zhang, Ya-Nan

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation

Zhang, Yajing

• From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning

Zhang, Yanan

• Multimodal-Conditioned Flow Matching for Pathology Nuclei Data Augmentation

Zhang, Yanchao

• Probe-EM: Targeted Neuron Tracing via Training-Free Semantic Verification

Zhang, Yanteng

• Time Matters: Rethinking Diffusion and Flow Models in One-Step Medical Image Translation

Zhang, Yaping

• Multi-probe Trait–State Latent Modeling for Cross-Context Clinical Motor Assessment

Zhang, Yawen

• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Zhang, Yejia

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Zhang, Yi

• Ultrafast Echocardiography Based on Dynamic Subspace-Guided and Temporal Adaptive Diffusion
• Think Global, Look Focal: Dual-Stream Retrieval-Augmented Pathology Report Generation for Whole Slide Images
• Slim nnU-Net: Revisiting nnU-Net Self Configuration from an Optimization Angle
• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI
• Physio-Anatomical Prior-Guided Probabilistic Field Learning for Ultrasound-Based Neuro-Fascial Interface Landmark Localization
• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images
• Harmless Copyright Protection for CT Dataset
• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Zhang, Yichi

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding
• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation
• Active Source-free Domain Adaptation in Open-set Medical Image Segmentation via Decomposed Uncertainty and Prototype Discrepancy

Zhang, Yikun

• Co-MoCo: Collaborative Learning Enabled Motion Compensation for Weight-Bearing CBCT

Zhang, Ying

• Structure-Adaptive Sparse Diffusion in Voxel Space for 3D Medical Image Enhancement

Zhang, Yinghao

• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Zhang, Yining

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Zhang, Yipin

• Learning Geometry-Aware Bundles with Spectral Heat Kernel Diffusion for fMRI-based Brain Disease Diagnosis

Zhang, Yiwen

• Hierarchical Cross-Modal Fusion with Modality-Specific Training Paradigms for High-Precision Non-invasive Aging Assessment

Zhang, Yiyang

• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Zhang, Yiyi

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Zhang, Yizhe

• PhysOCT: Physics-Guided Retinal Modeling for OCT Image Synthesis

Zhang, Yong

• Text-Guided Multi-frequency Latent Diffusion for Medical Image Segmentation

Zhang, Yongbing

• DualGGR-MoME: A Mixture of Multimodal Experts with Dual-Branch Gating and Global-Guided Routing for Cancer Survival Prediction
• ContiStain: Cross-Domain Relation-Preserving Distillation for Continual Multi-domain Virtual IHC Staining

Zhang, Yongquan

• A Confounder-aware Representation Learning Framework for Alzheimer’s Disease Classification

Zhang, Yu

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain
• Spectral-Temporal State Space Modeling on Functional Brain Networks

Zhang, Yuan

• BiM-GeoAttn-Net: Linear-Time Depth Modeling with Geometry-Aware Attention for 3D Aortic Dissection CTA Segmentation
• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora
• A Flexible Structure-Guided Feature Aggregation Paradigm for Efficient Vascular Representation

Zhang, Yuanchao

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Zhang, Yuanji

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound

Zhang, Yuanwang

• Interpretable Local-to-Global Estimation of Brain Aging Speed From Morphological Changes Using Longitudinal Structural MRI Data
• Discovering Heterogeneous Neurodegenerative Disease Patterns From MRI Data for Improved Prediction

Zhang, Yubing

• PhyRadGS: Physics-Aware Radiative Gaussian Splatting for Fly-Scanning CBCT Reconstruction

Zhang, Yudong

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Zhang, Yue

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Zhang, Yuelin

• DreamReg: Belief-Driven World Model for 2D–3D Ultrasound Registration

Zhang, Yuhan

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound
• FrameONE: Hierarchical Motion Modeling for Universal Multi-view Echocardiographic Keyframe Detection
• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis
• Adapting Ordinal-Risk Alignment for Clinically Safe Diabetic Retinopathy Grading

Zhang, Yulin

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Zhang, Yundi

• Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations

Zhang, Yunyan

• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering

Zhang, Yuqi

• S3H-Net: Injecting Hybrid Semantic-Spatial Guidance via Superpixel Hypergraphs for Medical Image Segmentation
• Adapting Without Access: Black-Box Bayesian Adaptation for Trustworthy Cross-Center Medical Image Segmentation

Zhang, Yuyao

• ALFA: Biplanar X-Ray Reconstruction via Anatomy-Latent Field Adaptation

Zhang, Zeng

• PICA: Physics-Guided Implicit Neural Fields with Boundary Conditioning for Intracranial Aneurysm Hemodynamics

Zhang, Zeyu

• Knowledge-Enhanced Representation Learning with Retrieval-Augmented Multimodal Fusion for Survival Prediction
• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Zhang, Zhaonan

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Zhang, Zhaoxu

• Detecting Clinical Hallucinations in LVLMs via Counterfactual Visual Grounding Uncertainty

Zhang, Zhenxi

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Zhang, Zhenxuan

• Unleashing Video Language Models for Fine-grained HRCT Report Generation
• MAP-Diff: Multi-anchor Guided Diffusion for Progressive 3D Whole-Body Low-Dose PET Denoising
• HiPath: Hierarchical Vision-Language Alignment for Structured Pathology Report Prediction
• Geometry-Aware Self-supervised Learning for Whole-Heart 3D+t Representation

Zhang, Zhibo

• SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment

Zhang, Zhipeng

• PCRP: Progressive Coarse-to-Fine Refinement for Pathology Grounding

Zhang, Zhong

• Question-Driven Decision Tree via Knowledge Distillation for Interpretable Prediction

Zhang, Zhongji

• Geometry-Aware Point-to-Voxel Fusion via Gaussian Splatting for Intracranial Aneurysm Segmentation

Zhang, Zhuo

• VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography
• CAG-WM: A Synthetic-Data-Driven Coronary World Model for Autonomous Guidewire Navigation

Zhang, Zhuoneng

• Organ-Invariant Tumor Representation Learning via Disentangled Adversarial MAE for Multi-organ Ultrasound Imaging
• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Zhang, Zichen

• D2C: Data-Efficient Skin Lesion Classification for Clinical Images by Representation Alignment Using Dermoscopic Resources

Zhang, Zichun

• Mask-Guided Attention Regulation for Anatomically Consistent Counterfactual CXR Synthesis

Zhang, Ziheng

• SynMamba: Synergizing Visual Mamba with Synthesized Clinical Semantics for Boundary-Aware Segmentation

Zhang, Zijie

• Spherical Clinical Embedding with Adaptive Multi-expert Fusion for AAA Rupture Classification

Zhang, Ziyu

• Automatic LV Localization and Short-Axis Plane Estimation from Arbitrary CMR Slice

Zhao, Bo

• Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Zhao, Bokai

• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Zhao, Cailei

• SynHydro: Biomechanics-Driven Domain Randomization for Hydrocephalus-Agnostic, Generalizable Tissue-Ventricle Segmentation Across Age, Modality, and Resolution

Zhao, Chen

• Uncertainty-Guided Conservative Propagation for Coronary Artery Segmentation

Zhao, Chenyang

• N6-TreeMamba: Radiology Knowledge-Guided 6-Neighborhood Tree Scanning for 3D MRI-Based Stroke Complication Prediction

Zhao, Chongyue

• Learning Where to Look: Pathologist-Inspired Multi-field-of-View Evidence Retrieval for Cell Type Classification in H&E

Zhao, Cui

• Privacy-Preserving Video-Based Facial Palsy Recognition via Dynamic Facial Action Modeling

Zhao, Di

• Anatomy-Aware Reverse Symmetric Self-paced Learning for Prostate Cancer Detection

Zhao, Feng

• VRUGA: Visual and Reasoning Uncertainty Guided Active Learning for Medical MLLM Post-training

Zhao, Guowei

• Hepato-LLaVA: An Expert MLLM with Sparse Topo-Pack Attention for Hepatocellular Pathology Analysis on Whole Slide Images

Zhao, Haimei

• LeGend: Lesion-Guided Longitudinal CXR Generation via Gaussian-Biased Causal Attention

Zhao, Haoyun

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Zhao, He

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Zhao, Hong

• TissueCodePilot: A Code-Action Agent for AI-Assisted Spatial Tissue Analysis

Zhao, Hongkai

• Conditional Diffusion Prompting for Ambiguous Medical Image Segmentation

Zhao, Jianhui

• RDE-Seg: Role-Disentangled Experts with Residual Routing and Anatomy Constraints for DSA Guidewire Segmentation

Zhao, Jianxiang

• Source-Free Domain Adaptation for Medical Image Segmentation via LLM-Agent Collaboration

Zhao, Jiaxuan

• Brain-Adapter: A Dual-Stream Vision-Language MIL Framework for Comprehensive 3D CT Diagnosis of Acute Intracranial Pathologies

Zhao, Jie

• Reliability-Aware Cross-Prompt Aggregation for Propagation-Based Segmentation of Arbitrary 3D Medical Objects

Zhao, Jingkang

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Zhao, Jiongning

• EEGRFusion: Uncertainty-Aware EEG-to-Image Evidence for Adjunct Bedside Assessment of CMD in Disorders of Consciousness

Zhao, Juanjuan

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Zhao, Junyong

• AHPR-Net: Anatomy-aware Hierarchical Prompting Refinement Network for Spine Image Segmentation

Zhao, Konghao

• RadSLDP: Selective Local Differential Privacy for Radiology Vision-Language Models

Zhao, Lei

• Plane-Wise Retrieval Memory and Structural Evidence Fusion for Tetralogy of Fallot Video Diagnosis
• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Zhao, Leiyue

• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Zhao, Lili

• Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

Zhao, Lin

• DGFMIL: Fuzzy Multi-instance Learning with Cross-Granularity Calibration and Soft Semantic Routing for Histopathological Image Staging

Zhao, Lingxiao

• Anatomy-Guided Residual Motion Diffusion for Controllable 4D Cardiac MRI Synthesis

Zhao, Litao

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Zhao, Mayang

• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Zhao, Meixin

• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Zhao, Qi

• NeuroSymb-MRG: Differentiable Abductive Reasoning with Active Uncertainty Minimization for Radiology Report Generation

Zhao, Qibin

• DTI-Guided Volumetric Spherical Harmonics Regression for Single-to-Multi-shell dMRI Synthesis

Zhao, Qijun

• Mutually Promoted Medical Image Segmentation and Classification via Prompt-Driven Interaction

Zhao, Qingyu

• Network-Aware Bilinear Tokenization for Brain Functional Connectivity Representation Learning

Zhao, Rongchang

• SurvTTA: Order-Aware Test-Time Adaptation for Heterogeneous Domain Shifts in Multi-modal Survival Analysis

Zhao, Shifeng

• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation

Zhao, Shijie

• H2GT: Hub-enhanced Hierarchical Graph Transformer for Explainable Diagnosis of ASD with Functional Brain Networks

Zhao, Shilun

• UniFCHarm: Unified Prompt-Guided Harmonization of fMRI Functional Connectivity Across Scanners and Atlases
• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Zhao, Tianli

• MSS-Net: Learning Hierarchical Multi-scale and Multimodal Representations for Complex Cardiac Disease Classification

Zhao, Wangyuan

• CIPHER: Causal Intervention Pathways for Healthcare Equity and Robustness

Zhao, Wanqing

• Residual Diffusion Bridge in Wavelet Space for Medical Image Translation

Zhao, Weibing

• AEGIS: Anatomy-Embedded Group-Invariant Segmentation for Fair Medical Foundation Models

Zhao, Weiyi

• Latent-CURE: Interpretable Breast Cancer Diagnosis via Dual-Asymmetric Chain-of-Thought
• Human-In-The-Loop Multi-agent Ventilator Decision Support with Contextual Bandit Preference Learning

Zhao, Wenlong

• CPAgents: Agentic Composite Phenotype Generation for Cardiac Disease Association

Zhao, Wenyi

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Zhao, Xiangyu

• Skin2Mind: A Multimodal Framework for Mental Health Risk Screening via Facial Images and Structured Skin Reports
• NeRD: Neuro-Symbolic Rule Distillation for Efficient Ontology-Grounded Chain-of-Thought in Medical Image Diagnosis

Zhao, Xiaodan

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Zhao, Xin

• MS-GDUN: Multi-scale Graph Deep Unfolding Network with Gradient-Threshold Learning for FMT Reconstruction

Zhao, Xinyu

• CURA: Calibrated Uncertainty with Retrieval and Agents for Trustworthy Multimodal Medical Decision Support

Zhao, Xiuheng

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis
• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Zhao, Yang

• MDL-DA Track: Self-supervised Sperm Motility Direction Learning and Density-Adaptive Association for Sperm Tracking
• Cell-Division-Aware Category-Enhanced Contrastive Learning Model for Embryonic Cleavage Stage Classification

Zhao, Yaxuan

• Through the Schrödinger Bridge: Benchmarking Antemortem Image Restoration from Postmortem Autolysis to Enhance Forensic Diagnostics

Zhao, Yichen

• NEARL: Interacted Query Adaptation with Orthogonal Regularization for Medical Vision-Language Understanding

Zhao, Yidong

• Slim nnU-Net: Revisiting nnU-Net Self Configuration from an Optimization Angle
• Set-Based Groupwise Registration for Variable-Length, Variable-Contrast Cardiac MRI

Zhao, Yinghua

• Diagnostic Evidence-Based Prototype Learning via Dirichlet Process for Multimodal Bone Tumor Subtyping

Zhao, Yitian

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Retinopathy of Prematurity Staging via Prototype-Evidential Learning
• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation
• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Zhao, Yongjian

• Structure-Aware Sensorless 3D Ultrasound and Photoacoustic Reconstruction

Zhao, Youran

• Testable Concept Bottlenecks for Pretreatment pCR Prediction in Breast DCE-MRI: Faithfulness and Reliability

Zhao, Yu

• Geometry-Aware Manifold Trajectory Modeling for Task fMRI Activation Mapping

Zhao, Yujing

• ProSyn-Net: A Reliable Prototypical Synergy Network for Imbalanced Dermatologic Multimodal Ultrasound Diagnosis

Zhao, Zeyun

• REVEAL++: Differentiable Phenotypic Grouping for Vision–Language Retinal Modeling of Alzheimer’s Disease Risk

Zhao, Zhe

• PANet: Probability-Anchored Network for Ultrasound Bone Segmentation

Zhao, Zhicheng

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Zhao, Zian

• Injecting a Low-Rank Background Prior: A Plugin for Medical Image Segmentation

Zhao, Zihao

• Can Agents Distinguish Visually Hard-to-Separate Diseases in a Zero-Shot Setting? A Pilot Study

Zhen, Cheng

• Text as Illumination: Spatial Contrastive Retinex Learning for Language-Guided Medical Image Segmentation

Zheng, Bin

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Zheng, Bofang

• Sparsely Supervised Surgical Video Segmentation with Reliable Asymmetric Dual Memory

Zheng, Chang

• Learnable In-Context Templates for Medical Image Segmentation via In-Context Learning

Zheng, Dashun

• Case-Specific Priors-Guided Multimodal Fusion for Prognosis Prediction in Head and Neck Cancer

Zheng, Fuchen

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy

Zheng, Fudan

• Clinical-Injection Transformer with Domain-Adapted MAE for Lupus Nephritis Prognosis Prediction

Zheng, Guoyan

• Unsupervised Domain Adaptation for Pelvic Landmark Localization in CT and MR Using Landmark-Conditioned Synthesis
• OPS: One-Shot Point Prompted Semantics-Aware Learning for Medical Image Registration

Zheng, Hairong

• Physical-Driven Unified Implicit Regularization Network with Scan Parameter Prompts for Accelerated Multi-parametric MR Imaging

Zheng, Hui

• Self-Supervised Implicit CEST Reconstruction via Physics-Informed Lorentz Encoding

Zheng, Jiahao

• Hierarchical Memory for Radiology Report Generation with Rich Context

Zheng, Jialun

• Dynamic Spatial-Temporal Mapping for EEG-to-fMRI Synthesis via Gaussian-Guided Heterogeneous Graph Neural Network

Zheng, Jian

• SLICE-MIL: Counterfactual Semantic Anchoring of Disentangled Evidence for Child-Pugh Grading

Zheng, Jinyu

• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation

Zheng, Kai

• Test-time Adaptation of Pelvic Bone Segmentation Models via Dynamic Reliability-Guided
• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction
• GeoCAN: Nonlinear Causal-Geometric Learning for Echocardiography Quality Assessment

Zheng, Minglong

• MetaFormer: Efficient Metadata-Guided Transformer for Patient-Aware 12-Lead Electrocardiogram Reconstruction

Zheng, Qiaojian

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Zheng, RuiXi

• DDecomp: Structured Uncertainty Decomposition Using Masked Autoencoders for Anomaly Detection in Diffusion MRI

Zheng, Ruli

• OphthFlowBench: A Unified Ophthalmology Multimodal Benchmark with Workflow-Aligned Evaluation

Zheng, Runan

• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Zheng, Shenhai

• Shape-Scale Aware Diffusion Models for Weakly Supervised Medical Image Anomaly Detection
• SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities

Zheng, Siyang

• VEGA: Vision Enhanced Generative Augmentation for Cross-Subject Electrocardiogram Generalization

Zheng, Weihao

• NeuroAlign: A Unified Plug-and-Play Enhancer for Visual and Linguistic Brain Decoding

Zheng, Yahan

• Protocol-Manifold Coverage Learning (PMCL): Source-Free Active Adaptation for Multi-Center Nasopharyngeal Carcinoma MRI Segmentation

Zheng, Yalin

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Stage-Aware Adaptive Reaction–Diffusion Framework for Modeling Alzheimer’s Disease Progression with Tau and Amyloid-β PET Scans
• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation
• Multi-Disease Diagnosis in Retinal Images via Patch-Level Reasoning and Selective Aggregation
• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Interpretable Longitudinal Disease Forecasting with Graph-Based Multimodal Encoding and Population-Aware Language Generation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Zheng, Yefeng

• VoxShield: Protecting 3D Medical Datasets from Unauthorized Training via Frequency-Aware Inter-Slice Disruption
• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency
• MedPruner: Training-Free Hierarchical Token Pruning for Efficient 3D Medical Image Understanding in Vision-Language Models
• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Zheng, Ying

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Zheng, Yining

• R-MSA: Rhythm-Conditioned Surgical Video Skill Assessment via Morphology Synchronization and Uncertainty Calibration

Zheng, Zengwei

• BrainWeaver: Weaving Dynamic Brain Networks with ROI-Guided Attention for Cognitive Assessment

Zheng, Zhilin

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Zheng, Zhong

• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Zheng, Zhongyang

• PhyRadGS: Physics-Aware Radiative Gaussian Splatting for Fly-Scanning CBCT Reconstruction

Zheng, Zixi

• Medical Knowledge-Guided Fusion of Holistic Hospital Data for Tumor Survival Analysis

Zhi, Shaohua

• MedCenterDet: A Center-Based Object Detection Framework for 3D Medical Image

Zhong, Honglin

• AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

Zhong, Jialong

• AdaSurvMamba: Dynamic Fusion and Semantic Scanning for Multimodal Survival Analysis

Zhong, Liang

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Zhong, Shaonan

• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Zhong, Ya

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Zhou, Binbin

• BrainWeaver: Weaving Dynamic Brain Networks with ROI-Guided Attention for Cognitive Assessment

Zhou, Boyan

• Virtual 3D H&E Staining from Phase-Contrast Back-Illumination Interference Tomography

Zhou, Chaofei

• CoSim: Unleashing Eye Movements for EEG-Free Emotion Recognition via Conditional Prompting and Similarity-Guided Augmentation

Zhou, Cheng

• MRSeg3D: A Perturbation-Resilient Model for 3D Medical Reasoning Segmentation

Zhou, Chengye

• MSHF-Net: Multimodal Breast Cancer Molecular Subtype Prediction via Segmentation-Guided Hierarchical Fusion Network

Zhou, Chenliang

• Multi-Expert Representation Learning with Dynamic Routing for Brain Captioning

Zhou, Chenyang

• Global-Local Structure-Aware Alignment for Automated LGE MRI Report Generation

Zhou, Chenyi

• IOSVLM: A 3D Vision-Language Model for Unified Dental Diagnosis from Intraoral Scans

Zhou, Chunhua

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Zhou, Chuyang

• Rest2Visual: Predicting Visually Evoked fMRI from Resting-State Scans

Zhou, Feixiang

• Towards Class-Aware Semantic Decoupling in Multi-modal Disease Diagnosis with Missing Modalities
• Learning Role-Conditioned Alignment for Medical Image Referring Segmentation
• Hierarchical Disentangled Consistency Learning for Semi-supervised Multi-modal Medical Image Segmentation
• HadBalance: A Plug-and-Play Unified Global Geometric Prior Framework for Generalizable Biomedical Segmentation

Zhou, Fuling

• SF-DINO: Spatial-Frequency Adapted Foundation Model for Multiple Myeloma Diagnosis

Zhou, Guangquan

• TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning
• Do Not Break the Vessels: Structure-Preserving Mean Flow for Vascular Image Translation

Zhou, Haipeng

• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis

Zhou, Hangqi

• ConceptIL: Concept Incremental Learning for Interpretable Medical AI

Zhou, Hanqing

• Towards the Digital Dental Models: High-Fidelity CBCT-to-IOS Fusion via Anatomy-Aware Geometric Transformers

Zhou, Hao

• TRUST: Efficient Abdominal Trauma Recognition via Image-to-Ultrasound-Video Transfer Learning

Zhou, Haowei

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Zhou, Haoyin

• TEDi: Temporal Memory-Enhanced and Denoising Transformer for Surgical Instrument Segmentation

Zhou, Hong

• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Zhou, Hong-Yu

• Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findings

Zhou, Hui

• KS-SAM: Kolmogorov-Arnold-driven Shape Alignment for Single-Domain Generalization in 3D Medical Image Segmentation
• Interpretable Medical Image Diagnosis via VLM-based Concept Alignment and Graph Reasoning

Zhou, Huichi

• Unleashing Video Language Models for Fine-grained HRCT Report Generation

Zhou, Jiale

• Test-Time Adaptation for ECG Classification via SQI-Gated Self-training and Beat-Rhythm Consistency

Zhou, Jian

• Semantic-Aware Organ-Level Esophageal Tumor Synthesis via Latent Rectified Flow

Zhou, Jiaojiao

• FARSIGHT: A Dynamic Multi Modal Medical Image Analysis Framework Powered by a Prior Knowledge Guided Vision Language Model

Zhou, Jiaying

• Topology-Driven Transferability Estimation of Medical Foundation Models for Segmentation

Zhou, Jie

• ReDIVE: A Two-Stage Hybrid Network for Keratitis Diagnosis via Retinex-based Enhancement and Depth-Informed Vertical Embedding
• DLCE-MIL: Depth-aware Local Context Enhanced Multiple Instance Learning for Patient-Level IVCM Fungal Keratitis Classification

Zhou, Jingbo

• DFuse: A Dual-Branch Adaptive Fusion Network for Multi-Channel MCG Denoising

Zhou, Linkuan

• Generative Anchor-Guided Federated Domain Generalization for Heterogeneous Pan Cancer Image Analysis

Zhou, Longxi

• Prototype-based Physiological Transfer Enables NCCT-only Hyperacute Stroke Tissue-Window Segmentation Under Missing Perfusion

Zhou, Luping

• LeGend: Lesion-Guided Longitudinal CXR Generation via Gaussian-Biased Causal Attention
• Just 32 Tokens: Medical Referring Image Segmentation via Next-Token Mask Prediction
• Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts

Zhou, Mian

• MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage

Zhou, Min

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Zhou, Nan

• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Zhou, Peilin

• Spectral-Semantic Consensus for Few-Shot Whole Slide Image Classification

Zhou, Qian

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Zhou, Quan

• NoiBox: Safeguard Frontier via Reverse Adversarial Diffusion for Noisy-Box-Supervised 3D Tumor Segmentation
• Mask to Concept: Auto-Promptable SAM3 via Efficient Test-Time Concept Embedding Search for Few-Shot Annotation

Zhou, Shaohua Kevin

• Tri-KA: Tri-level knowledge anchoring test-time adaptation for source-free cross-site MRI rectal cancer segmentation
• Residual-Aware Structured Pruning with Dual-Stream Alignment for Adapter-Tuned SAM
• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image
• Med3D-R1: Mitigating Narrative Bias and Enhancing Reasoning Consistency in 3D Medical Vision-Language Models
• LumiState: Retinex-inspired Illumination Decoupling in 4D Gaussian Splatting for Endoscopic Reconstruction
• FlowReg: Reconstruction-Guided Flow Matching for Universal Spinal CT/X-Ray Registration

Zhou, Shijia

• Prototype-Driven Robust Domain Generalization in Corneal Endothelial Cell Segmentation
• Cross-Modal Alignment and Distillation for Retinal Imaging Dementia Screening

Zhou, Sijin

• PseudoRET: A General Retinal Segmentation Framework with Multi-target Pseudo Embeddings

Zhou, Siyuan

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers

Zhou, Tailai

• SutureFormer: Learning Surgical Trajectories via Goal-Conditioned Offline RL in Pixel Space

Zhou, Tao

• Riemannian Batch Normalization on Correlation Manifolds for EEG Decoding
• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans
• Multi-Stage Dilated Convolution-Mamba Network for Surgical Action Triplet Recognition
• Hyperbolic Vision-Language Interaction for Semi-supervised Medical Image Segmentation
• Hierarchical Hyperbolic Self-Attention Network for Medical Image Segmentation
• Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation

Zhou, Wei

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Zhou, Weifu

• SAR-Net: Sample-Agnostic Retrieval Network for Robust Brain Tumor Segmentation with Missing Modalities

Zhou, Weilin

• MiGAD: Gut Microbiota-informed Genetic Surrogates for Multimodal Alzheimer’s Disease Diagnosis
• A Hierarchical Multi-Task Framework for Dementia Diagnosis via Pathological Feature Learning from Multi-Organ Data

Zhou, Weiwei

• CIGTSurv: Clinical Information Guided Tri-Modal Survival Prediction with Local Prototype Association and Global Feature Alignment

Zhou, Wenjie

• Uncertainty-Aware Spatiotemporal Graph Learning for Individualized Cortical Parcellation and Somato-Cognitive Integration in the Developing Brain

Zhou, Wenrui

• SurgZSD: Zero-Shot Surgical Action Triplet Detection via Attribute Composition and Clinical Feasibility Inference

Zhou, Wu

• Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-volume Primitives

Zhou, Xiang Sean

• Weakly-Supervised Coronary Artery Segmentation from DSA Sequence via Motion-Aware Modeling
• Semantically Consistent Whole-Body PET/CT Report Generation with Local Lesion-Level Guidance

Zhou, Xianhao

• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Zhou, Xiaohu

• DINO-Med3D: Bridging Dimension and Domain Gaps in Volumetric Segmentation via Progressive Adaptation

Zhou, Xiaojing

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Zhou, Xiaowei

• Real-Time Hardware-Free HIFU Interference Suppression via Teacher-Student Diffusion Framework

Zhou, Xin

• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation

Zhou, Xinyao

• Wrist Camera Pose-Guided Multi-view Fusion for Occlusion Reconstruction in Robot-Assisted Microsurgical Anastomosis

Zhou, Xinze

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Zhou, Yanfeng

• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Zhou, Yi

• Propagating Structural Guidance: Synthesizing Fluorescein Angiography from Fundus Images and Sparse OCT Scans
• Beyond Visual Cues: CoT-Enhanced Reasoning for Semi-supervised Medical Image Segmentation

Zhou, Yide

• Learning Dual Prior Presentation for Opportunistic Screening of Visceral Artery Aneurysms on Non-Contrast CT

Zhou, Ying

• QCAgent: An Agentic Framework for Quality-Controllable Pathology Report Generation from Whole Slide Image

Zhou, Yiping

• From Scanning Guidelines to Action: A Robotic Ultrasound Agent with LLM-Based Reasoning

Zhou, Yixiang

• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Zhou, Yongjin

• Prototype Learning for Visual Field Estimation from Fundus Photography in High Myopia

Zhou, Yongsong

• MoCaf-Mamba: Modality Completion and Alignment in Feature Space for Missing-Modality Segmentation

Zhou, Yuanfeng

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents
• DentMamba: An Anatomy-Aware Global-Local Hybrid Network for Large-Scale Multi-class Dental Disease Detection

Zhou, Yuanye

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Zhou, Yue

• SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

Zhou, Yukun

• PC-Seg: Progressive Cross-View Consistency for 3D OCT Segmentation from Sparse 2D Annotations

Zhou, Yuyu

• Anatomy-Aware Standard Plane Localization in 3D Ultrasound with Geometric Constraints

Zhou, Zhan

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Zhou, Zherui

• HeartVolMesh: Cardiac Volumetric Mesh Reconstruction via Covariance-Guided Graph Deformation
• Conditional Latent Diffusion Model with Fourier-Based Motion Modelling for Virtual Population Synthesis

Zhou, Zijian

• Unsupervised and Segmentation-Free Phase Unwrapping for 4D Flow MRI Using Deep Image Prior
• ECHO: Estimated Composite Hybrid Observation for Zero-Shot Self-Supervised MRI Reconstruction

Zhou, Zilan

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Zhou, Ziyu

• KEPIL: Knowledge-Enhanced Prompt-Image Learning for Prompt-Robust Disease Detection

Zhou, Zongwei

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports
• MRI2Rep: Autoregressive Structured Report Generation for 3D Liver MRI
• Merlin Plus: A Large-Scale, Multi-cancer, Image-Mask-Report Dataset
• Distilling Photon-Counting CT Into Routine Chest CT Through Clinically Validated Degradation Modeling
• CancerVerse: A Fully Open Longitudinal and Multimodal Dataset for Multicancer Screening

Zhu, Chunzheng

• Anatomy-Anchored Self-Supervision: Distilling Vision Foundation Models for Invariant Ultrasound Representation

Zhu, Dajiang

• HiLoGraph: Hierarchical-Longitudinal Brain Network Representation Learning

Zhu, Di

• Brain-TM: Decoding Brain States from Functional Networks Using a Hierarchical Spatiotemporal Transformer-Mamba

Zhu, Fanwei

• BrainWeaver: Weaving Dynamic Brain Networks with ROI-Guided Attention for Cognitive Assessment

Zhu, Fengping

• IAVS: A Multi-center Dataset and Applicability Evaluation System for Computational Fluid Dynamics-Oriented Intracranial Aneurysm Segmentation

Zhu, Haiqi

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Zhu, Han

• CT2-DiT: Enabling Abdominal Non-contrast to Contrast-Enhanced CT Translation with Diffusion Transformers in the Low-Data Regime

Zhu, Hanruo

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Zhu, Hongze

• M3D-QAdapter: 3D Medical VQA with Lesion-Level Finding-Segmentation Alignment and Query-Driven Adaptive Token Reduction

Zhu, Jiahao

• Glasses: Adapter-Enhanced DINOv3 with Boundary-Aware Multi-Scale Representations for Medical Image Segmentation

Zhu, Jiahua

• X2Bone: Reconstructing 3D Bone Structures from 2D Biplanar X-Rays via Cross-RWKV

Zhu, Jianfei

• Representation Learning with Distance-Residualized Functional Connectivity for Cortical Parcellation from rs-fMRI

Zhu, Jiaqi

• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Zhu, Jinghua

• Dual-Teacher Knowledge Distillation with SAM and Learnable Prototype Guidance for Semi-supervised 3D Medical Segmentation

Zhu, Jingmin

• Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

Zhu, Jinjing

• Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Zhu, Jintao

• CARE: Clinically Aligned Retrieval Evidence for Consistent Radiology Report Generation

Zhu, Junchao

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Zhu, Juncheng

• ASTAR: Automated Induction of STAndardized Radiology Reporting Templates from Large-Scale Clinical Free-Text Corpora

Zhu, Kai

• Fine-Grained Cerebrovascular Parsing in DSA via Structurally-Grounded Semantic Disentanglement

Zhu, Lei

• VigilSAM3: Reinforcement-Optimized Memory Gating for Ultra-Long Surgical Video Segmentation
• Toward Thyroid Cancer BRAF V600E Mutation Prediction via Multimodal Large Language Model: Dataset and Model Development
• SegDINO: Introducing Multi-Scale Structure into DINO for Efficient Medical Image Segmentation
• S2DLight: Single Step Diffusion Network via Degradation-Aware Adaptation for Surgical Endoscopic Image Low-Light Enhancement
• Recover Semantics First, Generate Better: Improved Latent Modeling for 3D MRI Reconstruction and Cross-Contrast Synthesis
• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis
• MVDA-Net: Multi-View Dual-Alignment Network for 3D Carotid Artery Segmentation
• MoSE: Mixture-of-Scale-Experts for Medical Image Restoration
• Exploring Efficient Weakly Supervised Ultrasound Video Object Segmentation with VLM-Guided Structure Advantage Learning
• EchoPilot: Training-Free Ultrasound Video Segmentation via Scale-Space Semantic Prompting and Reliability-Gated Memory
• Discriminative Synergistic Temporal Diffusion for Ultrasound Video Thyroid Nodule Segmentation
• Cross-domain Controllable Generation Enables Zero-shot Fundus Image Analysis

Zhu, Lijing

• Displacement Preserving Relational Distillation for Robust Medical Segmentation

Zhu, Mengke

• Temporal Phase-Difference Guided Spatiotemporal Learning for DSA Vessel Segmentation

Zhu, Ning

• Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
• Dual-Space Cold-Start Active Learning Guided by SAM3 for Medical Image Segmentation

Zhu, Qiang

• CARE: Confidence-Aware Reasoning for Reliable Medical VQA

Zhu, Sheng

• ClinLoop: Human-AI Collaborative Agents for Multimodal Breast Cancer Diagnosis Under Incomplete Clinical Data

Zhu, Shenghao

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Zhu, Simeng

• RADIANT-PET: Reasoning-Augmented PET/CT Lesion Segmentation with Large Language Models and Reinforcement Learning

Zhu, Tianjia

• ACMap: Across-scales Connectivity Mapping of Primate Brain

Zhu, Wentao

• TOF-GR: Unsupervised PET Reconstruction via Time-of-Flight Gaussian Representation and Kernel-Based Prior Modeling

Zhu, Xiaobo

• LoHi-Net: A Low-to-High Hierarchical Wavelet Network for Laparoscopic Surgical Smoke Removal

Zhu, Xiliang

• Prototype Memory-Guided Training-Free Anomaly Classification and Localization in Prenatal Ultrasound
• Foundation Model-Driven Key Anatomy Frame Selection for Blind-Sweep Ultrasound Fetal Birth Weight Estimation
• AnomExpert: Identifying and Selecting Anatomical Planes for Prenatal Ultrasound Anomaly Diagnosis

Zhu, Xuefeng

• Multi-Stage Dilated Convolution-Mamba Network for Surgical Action Triplet Recognition

Zhu, Xukun

• Bayesian Topological Analysis of Brain Networks

Zhu, Xun

• Localization-Grounded Supervision: Revisiting Vanilla SFT of Large Vision-Language Models for Medical Image Analysis
• Lesion-Centric Structured Report Generation for 3D CT with Multimodal Large Language Models via Hierarchical Evidence Tokens

Zhu, Yakun

• MedExpMem: Adapting Experience Memory for Differential Diagnosis

Zhu, Yanfan

• SAGEAgent: A Self-evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction
• MORI-Seg: Learning Morphological Geometry for Instance Segmentation Without Instance Annotations

Zhu, Yanjie

• Inception-Powered Unrolling Reconstruction for Accelerated Dynamic Cardiac Late Gadolinium Enhancement MRI

Zhu, Yanmei

• Reward-Guided Distillation: A Progressive Pseudo-Bag Purification Framework for WSI Multiple Instance Learning

Zhu, Yazhou

• PSP: Harnessing Position and Shape Priors for Cross-Domain Few-Shot Medical Image Segmentation

Zhu, Yicheng

• LOT-Bridge: A Latent Optimal Transport Bridge Based on Signed Distance Fields for Automatic Skull Defect Reconstruction
• FDMMBone: Flow-Based Conditional Deformable Mesh Modeling for Accurate 3D Bone Defect Completion

Zhu, Yinheng

• Learning What Can Move: Patient-Specific Motion Subspaces from a Single Scan
• Decoupled Single-Mask Annotation Noise Detection via Cross-Sectional Patch Self-consistency

Zhu, Yitao

• TGH-DB: Template-Guided Heteroscedastic Diffusion Bridge for Brain MRI-to-PET Synthesis
• PETFlux: Taming Natural Foundation Models for Accurate MRI-to-PET Synthesis

Zhu, Yixin

• PoseBridgeNet: Learning a Pose-Evolving Schrödinger Bridge for Multi-Organs Segmentation in Prenatal Volumetric Ultrasound

Zhu, Yu

• Large-Small Model Collaboration for Zero-Shot Surgical Phase Recognition

Zhu, Yuanchi

• Benchmarking Pathology Foundation Models for Spatial Domain Understanding

Zhu, Yuhe

• HomoSeg: A Weak-Label-Guided Semi-supervised Framework for Tumor Microenvironment Segmentation

Zhu, Zhanshi

• ROTE: Routing–Timescale Framework for Balanced Expert Allocation in MoE-Based Continual Segmentation

Zhu, Zheren

• RT-Super: Learning Tumor Segmentation from Longitudinal Images and Reports

Zhu, Zhihong

• Med-CAP: Counterfactual Evidence and Adaptive Prior Suppression for Robust Medical Visual Question Answering

Zhu, Zhiqin

• Towards Direction-Equilibrated Segmentation in 3D Medical Images

Zhu, Zhiyi

• ECG-CoCa: Physiology-Informed Contrastive and Generative Framework for ECG Interpretation

Zhu, Zhongjun

• A Modality-Aware Mixture-of-Experts Framework for Clinical Multimodal Breast Ultrasound Diagnosis

Zhu, Zhu

• GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Zhu, Zihao

• A Multi-view, Hybrid, Hypergraph Learning Framework with Causal Perturbation for Early Alzheimer’s Disease Diagnosis

Zhu, Ziquan

• CPR: Chained Perceptual Refinement for Coarse-to-Fine Medical Image Classification

Zhuang, Jia-Xin

• CHILD: Human-in-the-Loop OOD Detection for Safe Clinical Deployment

Zhuang, Jun

• Hierarchical Memory for Radiology Report Generation with Rich Context

Zhuang, Mingrui

• Physiology-Guided Cross-View Spatial-Temporal Aligning for Early Prediction of pCR in Breast Cancer from Longitudinal Multimodal MRI
• GU-SAM2: A Semi-supervised Medical Image Segmentation Framework via Gated Feature Fusion of MIM-Pretrained U-Net and SAM 2
• Diffusion-Guided Anatomical Position Encoding for Dense Longitudinal CT Correspondence

Zhuang, Shaojie

• TSegAgent: Zero-Shot Tooth Segmentation via Geometry-Aware Vision-Language Agents
• DentMamba: An Anatomy-Aware Global-Local Hybrid Network for Large-Scale Multi-class Dental Disease Detection

Zhuang, Xiahai

• X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers
• Open World MRI Reconstruction with Bias-Calibrated Adaptation
• ConceptIL: Concept Incremental Learning for Interpretable Medical AI

Zhuang, Xinlin

• ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models

Zhuang, Yitao

• ScribbleDose: Scribble-Guided Dose Prediction in Radiotherapy
• ProtoReg: Prototype Guidance and Dual-Level Uncertainty-Weighted Consistency for Semi-supervised Pulmonary Perfusion Regression

Zimmer, Lucas

• TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Zingaretti, Primo

• Leuko, I Am Your Prototype: A Prototypical Detection Framework for Fine-Grained Laryngeal Lesion Stratification

Zingg, Patrick

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Zink, Taylor

• DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

Zisserman, Andrew

• Be Indiscrete: The Benefits of Learning Continuous Spine Degeneration Severity Scores

Zong, Dexiang

• SHINE: An Entropy-Guided Digital Twin Framework for 3D Myocardial Scar Reconstruction from Sparse CMR

Zou, Beiji

• Memory-Guided Random-Direction Feature Disentanglement Model for Multi-phase MRI Translation

Zou, Duowu

• Learnable Gaussian Prototype Guided Ordinal Learning for Fine-Grained WSI Grading
• Attribute-Aware Federated Learning with Pseudo-Bag Augmentation for Multi-Center WSI Classification

Zou, Hua

• Asym-MSF: Asymmetric Multi-scale Structural Fusion for Robust BCVA Prediction with Self-supervised Fidelity Constraints

Zou, Ke

• Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

Zou, Quanling

• Learning Modality-Invariant Structure and Distribution Alignment for Multimodal Medical Image Registration

Zou, Shihao

• Towards Unified Surgical Scene Understanding: Bridging Reasoning and Grounding via MLLMs

Zou, Wenxuan

• BiSA-DiT: A Bidirectional Spatially-Aware Diffusion Transformer for Sparse Tomographic Magnetic Particle Imaging

Zou, Yaowei

• RAPO: Risk-Aware Anatomical Prior Optimization via Reinforcement Learning for CAC Detection in Rheumatoid Arthritis

Zou, Yunmin

• DualCaMIL: Dual-Level Causal Multi-instance Learning for Patient-Level Diagnosis in Reflectance Confocal Microscopy

Zou, Ziyun

• Counterfactual Anatomy-Guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs

Zubair, Muhammad

• PromptMedCT: A Training-Free LLM-Guided Framework for Volumetric CT Data Realization with Quantifiable Disease Manifestations and Multi-Tier Annotations

Zubarev, Igor

• MamaDino: Mammography-Aware Multi-view Attentional DINO for 3-Year Breast Cancer Risk Prediction

Zuluaga, Maria A.

• Structural Congruence Matters: Biological Pretraining for Vascular Graph Extraction
• Research Design Considerations for Empirical User Studies in MICCAI
• Deep Probabilistic Cerebrovascular Atlas
• Anatomy-Conditioned Domain Randomization for Zero-Shot 3D Cerebrovascular Segmentation

Zuo, Chuantao

• TracerAD: Training-Free Few-Shot 3D Anomaly Detection for Novel PET Tracers

Zuo, Lianrui

• An Artifact-Based Agent Framework for Adaptive and Reproducible Medical Image Processing

Zuo, Wenbin

• Breaking Teacher’s Mean Regression Bias: Boundary-Aware Contrastive Distillation for Endoscopic Super-Resolution

Zwergal, Andreas

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

da Silva Costa, Fabricio

• Anomaly Detection in Fetal Echocardiography via Cross-Modal Translation and Region-Discriminated Error Calibration

de Bruijne, Marleen

• A Unified Framework for Joint Detection of Lacunes and Enlarged Perivascular Spaces

de Geus, Daan

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

de Jong, Ronald L. P. D.

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

de Rooij, Maarten

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

de Wilde, Daniel

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

den Haan, Emiel D.

• Fast Few-Shot Embolization Simulations in Ischemic Stroke Using Equivariant Neural Fields

des Ligneris, Morgane

• Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need

dos Santos, Emanoel

• Bridging Research and Practice: A Systematic Evaluation of Generalist and Dermatology-Specific Models in Clinical Skin Lesion Classification

the Alzheimer’s Disease Neuroimaging Initiative

• BrainAnytime: Anatomy-Aware Cross-Modal Pretraining for Brain Image Analysis with Arbitrary Modality Availability

van Dijk, Jarek

• SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
• AsynDiff: Asynchronous-Timestep Diffusion with Noise-Aware Attention for Multi-sequence MRI Synthesis

van Herten, Rudolf L. M.

• TG-OT: Topology-Guided CCTA-IVUS Registration via Optimal Transport Matching
• Single-Subject Multi-view MRI Super-Resolution via Implicit Neural Representations
• A Multimodal 3D Foundation Model for Light Sheet Fluorescence Microscopy Enables Few-Shot Segmentation, Classification, and Deblurring

van Hooft, Jeanin E.

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

van Leerdam, Monique E.

• SRPAN: Implicit Neural Slice-to-Volume Reconstruction for Super-Resolution Pancreatic MRI

van Leeuwen, Tristan

• Efficient Flow Matching for Sparse-View CT Reconstruction

van Moorsel, Coline

• From Baseline to Future CT: Large-Scale Diffusion Pretraining for Single-Scan IPF Progression Prediction

van Nistelrooij, Niels

• ToothFairy3: Scaling CBCT Maxillofacial Segmentation to 77 Classes with U-Mamba2

van Oostenbrugge, Robert J.

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

van Voorst, Henk

• Artery and vein segmentation on brain CTA using CTP for contrast-phase augmentation

van Zwam, Wim H.

• StrokeTimer: Robust Representation Learning for Ischemic Stroke Onset-Time Estimation from Non-Contrast CT

van der Laak, Jeroen

• Latent Lessons from Histopathology: A Registration-Free Cross-Modal Supervision Framework for mpMRI-Based ISUP Grading

van der Sommen, Fons

• Surgical Anatomy Recognition with Context Learning using Foundation Representations

von Deuster, Constantin

• Attention is Matter for Inclusiveness: Generating Synthetic CT for Patients with Hip Implants

von Eisenhart-Rothe, Rüdiger

• Multi-camera AR Guidance System for Surgical Instrument Handling and Assembly: Investigating Workload and Efficiency

zu Eulenburg, Peter

• VOGeo-Gaze: Calibration-Free, Geometry-Aware Deep Learning for Real-Time Gaze Tracking in Clinical Video-Oculography

Öttl, Felix

• Situational context embedding and knowledge-based grounding for LLMs in surgical training assistance

Özsoy, Ege

• OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

Østvik, Andreas

• EchoTracker2: Enhancing Myocardial Point Tracking by Modeling Local Motion

Ćulibrk, Dubravko

• MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

Škipina, Milica

• MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification

Šprem, Jurica

• EchoLVFM: One-Step Video Generation via Latent Flow Matching for Echocardiogram Synthesis
• EchoFID: A Multi-teacher Distilled Evaluation Network for Cardiac Ultrasound Image Generation