MICCAI 2025

1,027 papers

Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images

Daniel Wolf, Heiko Hillenhagen, Billurvan Taskin, Alex Bäuerle, Meinrad Beer

You Can Detect It: Fetal Biometric Estimation Using Ellipse Detection

Hongyuan Zhang, Haoyu Xie, Tingting Ye, Songxiong Wu

X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis

Fabian Bongratz, Tom Nuno Wolf, Jaume Gual Ramon, Christian Wachinger

XOCT: Enhancing OCT to OCTA Translation via Cross-Dimensional Supervised Multi-Scale Feature Learning

Pooya Khosravi, Kun Han, Anthony T. Wu, Arghavan Rezvani, Zexin Feng

XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification

Xiaoyu Zheng, Xu Chen, Shaogang Gong, Xavier Griffin, Greg Slabaugh

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis

Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang

World Model for AI Autonomous Navigation in Mechanical Thrombectomy

Harry Robertshaw, Han-Ru Wu, Alejandro Granados, Thomas C. Booth

WiD-PET: PET Image Reconstruction from Low-Dose Data Using a Wavelet-Informed Diffusion Model with Fast Inference

Qingcheng Lyu, Tong Chen, Yiran Wang, Erjian Guo, Luping Zhou

Weighted Stratification in Multi-Label Contrastive Learning for Long-Tailed Medical Image Classification

Ying-Chih Lin, Yong-Sheng Chen

Weakly-Supervised 2D/3D Image Registration via Differentiable X-ray Rendering and ROI Segmentation

Yuxin Cui, Max Q.-H. Meng, Zhe Min

Weakly Semi-Supervised Cervical Lesion Cell Detection via Twin-Memory Augmented Multiple Instance Learning

Manman Fei, Zhiyun Song, Zhenrong Shen, Mengjun Liu, Qian Wang

WDNet: A Novel Wavelet-guided Hierarchical Diffusion Network for Multi-Target Segmentation in Colonoscopy Images

Dongdong He, Fang Ma, Ziteng Liu, Xunhai Yin, Hao Liu

Wavelet-driven Decoupling and Physics-informed Mapping Network for Accelerated Multi-parametric MR Imaging

Ruilong Dan, Kaicong Sun, Yichen Zhou, Minqiang Jia, YuXuan Liu

WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation

Md Mahfuz Al Hasan, Mahdi Zaman, Abdul Jawad, Alberto Santamaria-Pang, Ho Hin Lee

WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs

Bahram Jafrasteh, Wei Peng, Cheng Wan, Yimin Luo, Ehsan Adeli

VT-SNN: Variable Time-step Spiking Neural Network Based on Uncertainty Measure and Its Application in Brain Disease Diagnosis

Haonan Rao, Shaolong Wei, Shu Jiang, Mingliang Wang, Weiping Ding

VQ-SCD: Vector Quantization Meets Unknown Scan Condition Self-supervised Low-Dose CT Denoising

Bo Su, Jiabo Xu, Xiangyun Hu, Kai Deng, jiancheng Li

VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration

Hang Zhang, Yuxi Zhang, Jiazheng Wang, Xiang Chen, Renjiu Hu

VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction

Zijun Sun, Solveig Thrun, Michael Kampffmeyer

ViTexNet: Vision-Text Guided Dynamic Convolution Network for Medical Image Segmentation

Rahul Bhardwaj, Utkarsh Yashwant Tambe, Debanga Raj Neog

ViTAL-CT: Vision Transformers for High-Risk Plaque Classification in Coronary CTA

Anjie Le, Jin Zheng, Tan Gong, Quanlin Sun, Jonathan Weir-McCall

VisNet: A Human Visual System Inspired Lightweight Dual-Path Network for Medical Images Denoising

Hailin Yue, Hulin Kuang, Lei Ma, Jin Liu, Junjian Li

Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering

Zehui Liao, Shishuai Hu, Ke Zou, Huazhu Fu, Liangli Zhen

VesselVerse: A Dataset and Collaborative Framework for Vessel Annotation

Daniele Falcetta, Vincenzo Marciano, Kaiyuan Yang, Jon Cleary, Loïc Legris

VesselSDF: Distance Field Priors for Vascular Network Reconstruction

Salvatore Esposito, Daniel Rebain, Arno Onken, Changjian Li, Oisin Mac Aodha

VesselGPT: Autoregressive Modeling of Vascular Geometry

Paula Feldman, Martin Sinnona, Claudio Delrieux, Viviana Siless, Emmanuel Iarussi

Veriserum: A dual-plane fluoroscopic dataset with knee implant phantoms for deep learning in medical imaging

Jinhao Wang, Florian Vogl, Pascal Schütz, Saša Ćuković, William R. Taylor

Vector-Quantization-Driven Active Learning for Efficient Multi-Modal Medical Segmentation with Cross-Modal Assistance

Xiaofei Du, Haoran Wang, Manning Wang, Zhijian Song

VBCD: A Voxel-Based Framework for Personalized Dental Crown Design

Linda Wei, Chang Liu, Wenran Zhang, Zengji Zhang, Shaoting Zhang

Vascular Photoacoustic Volume Registration via 2D Feature Matching with Reverse Mapping Based on Maximum Intensity Projection

Junda Liao, Chu Zhou, Yuta Asano, Yushi Suzuki, Ryoma Bise

Various Attention Mechanism Graph Convolutional Network with Multi-Source Domain Adaptation for Cross-Subject EEG Emotion Recognition

Shuo Shi, Xulei Zheng, Taiyi Wu, Xiaoke Hao

Variational Visible Layers: A Practical Framework for Uncertainty Estimation

Zeinab Abboud, Herve Lombaert, Samuel Kadoury

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation

Peng Huang, Junhu Fu, Bowen Guo, Zeju Li, Yuanyuan Wang

VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction

Lehan Wang, Hualiang Wang, Chubin Ou, Lushi Chen, Yunyi Liang

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis

Yuan Wang, Jiaxiang Liu, Shujian Gao, Bin Feng, Zhihang Tang

UWT-Net: Mining low-frequency feature information for medical image segmentation

Pengcheng Zhang, Xiaocao Ouyang, Ran Peng

U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV

Hongbo Ye, Fenghe Tang, Peiang Zhao, Zhen Huang, Dexin Zhao

Untangling Vascular Trees for Surgery and Interventional Radiology

Guillaume Houry, Tom Boeken, Stéphanie ALLASSONNIERE, Jean Feydy

UNSURF: Uncertainty Quantification for Cortical Surface Reconstruction of Clinical Brain MRIs

Karthik Gopinath, Raghav Mehta, Ben Glocker, Juan Eugenio Iglesias

Unsupervised Structure-Geometric Consistency for Monocular Endoscopic Depth Overestimation

Wenkang Fan, Enqi Qiu, Hongzhi Xu, Xiongbiao Luo

Unsupervised Quality Control and Enhancement of Polyp Segmentation in Colonoscopy Videos using Spatiotemporal Consistency

Yujia Li, Tao Zhou, Ruixuan Wang, Shuo Wang, Yizhe Zhang

Unsupervised OCT image interpolation using deformable registration and generative models

Shuwen Wei, Samuel W. Remedios, Zhangxing Bian, Shimeng Wang, Junyu Chen

Unsupervised Learning-Based Susceptibility Artifact Correction for Diffusion-Weighted MRI in Multiple Organs

Shihan Qiu, Radu Miron, Yahang Li, Cornelius Eichner, Thorsten Feiweier

Unsupervised Discovery of Spatiotypes and Context-Aware Graph Neural Networks for Modeling Clinical Endpoints

Muhammad Dawood, Emily Thomas, Rosalin Cooper, Carlo Pescia, Anna Sozanska

Unsupervised Cardiac Video Translation Via Motion Feature Guided Diffusion Model

Swakshar Deb, Nian Wu, Frederick H. Epstein, Miaomiao Zhang

Unsupervised Anomaly Detection on Preclinical Liver H&E Whole Slide Images using Graph based Feature Distillation

Lin Li, Lillie Shelton, Thomas Forest, Kyathanahalli Janardhan, Tiffany Jenkins

Unraveling Brainstem Deformations in Joubert Syndrome: A Statistical Shape Analysis of MRI-Derived Structures

Francesca Maccarone, Giorgio Longari, Filippo Arrigoni, Denis Peruzzo, Simone Melzi

Unpaired Multi-Site Brain MRI Harmonization with Image Style-Guided Latent Diffusion

Mengqi Wu, Minhui Yu, Weili Lin, Pew-Thian Yap, Mingxia Liu

Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion

Caixia Dong, Duwei Dai, Xinyi Han, Fan LIU, Xu Yang

Unleashing the Power of LLMs for Medical Video Answer Localization

Junbin Xiao, Qingyun Li, Yusen Yang, Liang Qiu, Angela Yao

Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting

Cuong M. Pham, Phi Le Nguyen, Thanh Trung Nguyen, Vu Minh Hieu Phan, Binh P. Nguyen

Unisyn: A Generative Foundation Model for Universal Medical Image Synthesis across MRI, CT and PET

Yulin Wang, Honglin Xiong, Kaicong Sun, Jiameng Liu, Xin lin

UniSegDiff: Boosting Unified Lesion Segmentation via a Staged Diffusion Model

Yilong Hu, Shijie Chang, Lihe Zhang, Feng Tian, Weibing Sun

UniOCTSeg: Towards Universal OCT Retinal Layer Segmentation via Hierarchical Prompting and Progressive Consistency Learning

Jian Zhong, Li Lin, Chaoran Miao, Kenneth K. Y. Wong, Xiaoying Tang

UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution

Hongyan Xu, Arcot Sowmya, Ian Katz, Dadong Wang

UniCross: Balanced Multimodal Learning for Alzheimer’s Disease Diagnosis by Uni-modal Separation and Metadata-guided Cross-modal Interaction

Lisong Yin, Chuyang Ye, Tiantian Liu, Jinglong Wu, Tianyi Yan

U-Net Transplant: The Role of Pre-training for Model Merging in 3D Medical Segmentation

Luca Lumetti, Giacomo Capitani, Elisa Ficarra, SIMONE CALDERARA, Costantino Grana

Uncertainty-Supervised Interpretable and Robust Evidential Segmentation

Yuzhu Li, An Sui, Fuping Wu, Xiahai Zhuang

Uncertainty-Aware Multimodal MRI Fusion for HIV-Associated Asymptomatic Neurocognitive Impairment Prediction

Zige Chen, Haonan Qin, Wei Wang, Zhongkai Zhou, Chen Zhao

Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease Grading

Shuo Tong, Shangde Gao, Ke Liu, Zihang Huang, Hongxia Xu

Uncertainty-aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound

Yuhao Huang, Yueyue Xu, Haoran Dou, Jiaxiao Deng, Xin Yang

UM-SAM: Unsupervised Medical Image Segmentation using Knowledge Distillation from Segment Anything Model

Jia Fu, He Li, Tao Lu, Shaoting Zhang, Guotai Wang

UltrON: Ultrasound Occupancy Networks

Magdalena Wysocki, Felix Duelmer, Ananya Bal, Nassir Navab, Mohammad Farid Azampour

UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound

Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling

UltraRay: Introducing Full-Path Ray Tracing in Physics-Based Ultrasound Simulation

Felix Duelmer, Mohammad Farid Azampour, Magdalena Wysocki, Nassir Navab

Ultra-Low-Field MRI Enhancement via INR-Based Style Transfer

Kh Tohidul Islam, Mevan Ekanayake, Zhaolin Chen

UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation

Yue Zhou, Yuan Bi, Wenjuan Tong, Wei Wang, Nassir Navab

UFO-3: Unsupervised Three-Compartment Learning for Fiber Orientation Distribution Function Estimation

Xueqing Gao, Rizhong Lin, Jianhui Feng, Yonggang Shi, Yuchuan Qiao

UDPET: Ultra-low Dose PET Imaging Challenge Dataset

Song Xue, Hanzhong Wang, Yizhou Chen, Fanxuan Liu, Hong Zhu

Two-Stage Generative Model for Intracranial Aneurysm Meshes with Morphological Marker Conditioning

Wenhao Ding, Kangjun Ji, Simão Castro, Yihao Luo, Dylan Roi

Tumor Segmentation with Heterogeneity Clustering in Non-contrast Breast MRI

Xinyu Xie, Luyi Han, Yonghao Li, Yaofei Duan, Yue Sun

Tumor Microenvironment-Guided Fine-Tuning of Pathology Foundation Models for Esophageal Squamous Cell Carcinoma Immunotherapy Response Prediction

Yixuan Lin, Weiping Lin, Chenxu Guo, Xinxin Yang, Hongxue Meng

Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction

Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Models

Yuhao Wang, Yue Sun, Tao Tan, Chao Hao, Yawen Cui

Trexplorer Super: Topologically Correct Centerline Tree Tracking of Tubular Objects in CT Volumes

Roman Naeem, David Hagerman, Jennifer Alvén, Lennart Svensson, Fredrik Kahl

TReND: Transformer derived features and Regularized NMF for neonatal functional network Delineation

Sovesh Mohapatra, Minhui Ouyang, Shufang Tan, Jianlin Guo, Lianglong Sun

Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation

Junwen Wang, Oscar Maccormac, William Rochford, Aaron Kujawa, Jonathan Shapey

Treat: A Unified Text-guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning

Sangwook Kim, Yuan Gao, Thomas G. Purdie, Chris McIntosh

TransSino: Prior Sinogram Pattern-Based Transformer for Limited-Angle CT Image Segmentation

Jae Hyun Yoon, Yeong Jong Lee, Seok Bong Yoo

Training-free Test-time Improvement for Explainable Medical Image Classification

Hangzhou He, Jiachen Tang, LEI ZHU, Kaiwen Li, Yanye Lu

Training state-of-the-art pathology foundation models with orders of magnitude less data

Mikhail Karasikov, Joost van Doorn, Nicolas Känzig, Melis Erdal Cesur, Hugo Mark Horlings

TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency

Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen

Towards Robust Retinal Vessel Segmentation via Reducing Open-set Label Noises from SAM-generated Masks

Minqing Zhang, Mengxian He, Wu Yuan

Towards Robust Medical Image Referring Segmentation with Incomplete Textual Prompts

Qijie Wang, Xian Lin, Zengqiang Yan

Towards Patient-Specific Deformable Registration in Laparoscopic Surgery

Alberto Neri, Nazim Haouchine, Veronica Penza, Leonardo S. Mattos

Towards Multi-Scenario Generalization: Text-Guided Unified Framework for Low-Dose CT and Total-Body PET Reconstruction

Weitao Wang, Yanyan Huang, Shunjie Dong, Le Xue, Kuangyu Shi

Towards Markerless Intraoperative Tracking of Deformable Spine Tissue

Connor Daly, Elettra Marconi, Marco Riva, Jinendra Ekanayake, Daniel S. Elson

Towards Interpretable Counterfactual Generation via Multimodal Autoregression

Chenglong Ma, Yuanfeng Ji, Jin Ye, Lu Zhang, Ying Chen

Towards Holistic Surgical Scene Graph

Jongmin Shin, Enki Cho, Ka Young Kim, Jung Yong Kim, Seong Tae Kim

Towards Globally Predictable k-Space Interpolation: A White-box Transformer Approach

Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang

Towards Automated Pediatric Dental Development Staging: A Dataset and Model

Peng Wang, Along He, Anli Wang, Zhenhuan Zhou, Xiaohang Guan

Towards Accurate Tumor Budding Detection: A Benchmark Dataset and A Detection Approach Based on Implicit Annotation Standardization and Positive-Negative Feature Coupling

Rui-Qing Sun, Zeng Fan, Boyang Dai, Yiyan Su, Qun Hao

Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method

Shuaibo Li, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li

Topology-Constrained Learning for Efficient Laparoscopic Liver Landmark Detection

Ruize Cui, Jiaan Zhang, Jialun Pei, Kai Wang, Pheng-Ann Heng

Top-Down Attention-based Multiple Instance Learning for Whole Slide Image Analysis

Daniel Reisenbüchler, Ruining Deng, Christian Matek, Friedrich Feuerhake, Dorit Merhof

TMSE: Tri-Modal Survival Estimation with Context-aware Tissue Prototype and Attention-Entropy Interaction

Ruofan Zhang, Mengjie Fang, Shengyuan Liu, Zipei Wang, Jie Tian

Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining

Yong Sun, Yipeng Wang, Junyu Shi, Zhiyuan Zhang, Yanmei Xiao

Time-Contrastive Pretraining for In-Context Image and Video Segmentation

Assefa Wahd, Jacob Jaremko, Abhilash Hareendranathan

Tied Prototype Model for Few-Shot Medical Image Segmentation

Hyeongji Kim, Stine Hansen, Michael Kampffmeyer

ThyroidXL: Advancing Thyroid Nodule Diagnosis with an Expert-Labeled, Pathology-Validated Dataset

Viet Hung Duong, Huan Vu, Huong Duong Phan, Duc Quyen Nguyen, Duc Hao Pham