MICCAI 2025

1,027 papers

CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner

Yao DU, Jiarong GUO, Xiaomeng Li

CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation

Elyar Esmaeilzadeh, Ehsan Garaaghaji, Farzad Hallaji Azad, Doruk Oner

Calibration in Multiple Instance Learning: Evaluating Aggregation Methods for Ultrasound-Based Diagnosis

Axel Geysels, Ben Van Calster, Bart De Moor, Wouter Froyman, Dirk Timmerman

C²MAOT: Cross-modal Complementary Masked Autoencoder with Optimal Transport for Cancer Segmentation in PET-CT Images

Jiaju Huang, Shaobin Chen, Xinglong Liang, Xiao Yang, Zhuoneng Zhang

Bridging the Gap in Missing Modalities: Leveraging Knowledge Distillation and Style Matching for Brain Tumor Segmentation

Shenghao Zhu, Yifei Chen, Weihong Chen, Yuanhan Wang, Chang Liu

Bridging Radiological Images and Factors with Vision-Language Model for Accurate Diagnosis of Proliferative Hepatocellular Carcinoma

Yanyan Huang, Wanli Zhang, Peixiang Huang, Yu Fu, Ruimeng Yang

Bridging Knowledge Discrepancy in Retinal Image Analysis through Federated Multi-Task Learning

Jing Yang, Yuxi Ma, Jin-Gang Yu, Feng Gao, Shuting Yang

Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models

Yi Zhang, Yidong Zhao, Qian Tao

BridgeSplat: Bidirectionally Coupled CT and Non-Rigid Gaussian Splatting for Deformable Intraoperative Surgical Navigation

Maximilian Fehrentz, Alexander Winkler, Thomas Heiliger, Nazim Haouchine, Christian Heiliger

BREA-Depth: Bronchoscopy Realistic Airway-geometric Depth Estimation

Francis Xiatian Zhang, Emile Mackute, Mohammadreza Kasaei, Kevin Dhaliwal, Robert Thomson

BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency based Feature Enhancement for Brain Tumor Segmentation

Haoran Yao, Hao Xiong, Dong Liu, Hualei Shen, Shlomo Berkovsky

BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification

Jiaxing Xu, Kai He, Yue Tang, Wei Li, Mengcheng Lan

BrainPrompt: Domain Adaptation with Prompt Learning for Multi-site Brain Network Analysis

Liuzeng Zhang, Lanting Li, Peng Cao, Jinzhu Yang, Osmar R. Zaiane

BrainMT: A Hybrid Mamba-Transformer Architecture for Modeling Long-Range Dependencies in Functional MRI Data

Arunkumar Kannan, Martin A. Lindquist, Brian Caffo

Brain-Heart-Gut Guided Multi-Constraint Knowledge Distillation for Early Alzheimer’s Disease Diagnosis

Fan Li, Shilun Zhao, Shuwei Bai, Yuxiao Liu, Kai Zhang

Brain-Environment Cross-Attention (BECA) Meta-Matching: A New Perspective of Brain Connectome Zero-Shot Learning

Ziquan Wei, Tingting Dan, Guorong Wu

BrainAlign: EEG-Vision Alignment via Frequency-Aware Temporal Encoder and Differentiable Cluster Assigner

Enze Shi, Huawen Hu, Qilong Yuan, Kui Zhao, Sigang Yu

Brain Wiring Knowledge Graph Reasoning: A Region Embedding Approach for Logical Neuronal Relation Inference

Zhengyun Zhou, Guojia Wan, Fei Liao, Wenbin Hu, Minghui Liao

Brain activation mapping based on Regional Synchronization of fMRI signals embedded in Graph Eigenmodes

Zhenyu Tang, Yu Zhao, Yang Yang, Xiaoyu Liu, Jingyong Su

Bowsher prior Enhanced Unsupervised PET image Denoising

Zhongxue Wu, Jiankai Wu, Jianan Cui, Yuanjing Feng, Zan Chen

Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning

Chuanpu Li, Zeli Chen, Yiwen Zhang, Liming Zhong, Wei Yang

Boosting Generalizability in NPC ART Prediction via Multi-Omics Feature Mapping

Jiabao Sheng, Zhe Li, Jiang Zhang, Saikit Lam, Zhi Chen

Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations

Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian

BME2: A Plug-and-Play Bridge-Based Module for Misalignment Estimation and Elimination in Multi-Scan Image Restoration

Wenxuan Chen, Caiwen Jiang, Xiaolei Song, Dinggang Shen

Blood Pressure Assisted Cerebral Microbleed Segmentation via Meta-matching

Junmo Kwon, Jonghun Kim, Taehyeon Kim, Sang Won Seo, Hwan-ho Cho

Blind Restoration of High-Resolution Ultrasound Video

Chu Chen, Kangning Cui, Pasquale Cascarano, Wei Tang, Elena Loli Piccolomini

Blaze3DM: Integrating Triplane Representation with Diffusion for Solving 3D Inverse Problems in Medical Imaging

Jia He, Bonan Li, Ge Yang, Ziwen Liu

BiSCoT: Behavior-Informed Subgroup-Consistent Connectome Template for Interpretable Brain Network Analysis

Zijian Chen, Stefen Beeler-Duden, Sophie Lawson, Zachary Jacokes, John Darrell Van Horn

Bipartite Patient-Modality Graph Learning with Event-Conditional Modelling of Censoring for Cancer Survival Prediction

Hailin Yue, Hulin Kuang, Jin Liu, Junjian Li, Lanlan Wang

BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQA

Zhengyang Ji, Shang Gao, Li Liu, Yifan Jia, Yutao Yue

Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation

Jiaxin Zhuang, Linshan Wu, Xuefeng Ni, Xi Wang, Liansheng Wang

BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-Scale Deformation Fields

Nuoer Long, Kaiwen Yang, Xinyu Xie, Zitong Yu, Tao Tan

BiasICL: In-Context Learning and Demographic Biases of Vision Language Models

Sonnet Xu, Joseph D. Janizek, Yixing Jiang, Roxana Daneshjou

Bias and Generalizability of Foundation Models across Datasets in Breast Mammography

Elodie Germani, Ilayda Selin-Türk, Fatima Zeineddine, Charbel Mourad, Shadi Albarqouni

Beyond Shadows: Learning Physics-inspired Ultrasound Confidence Maps from Sparse Annotations

Matteo Ronchetti, Rüdiger Göbl, Bugra Yesilkaynak, Oliver Zettinig, Nassir Navab

BenchReAD: A systematic benchmark for retinal anomaly detection

Chenyu Lian, Hong-Yu Zhou, Zhanli Hu, Jing Qin

BCRNet: Enhancing Landmark Detection in Laparoscopic Liver Surgery via Bezier Curve Refinement

Qian Li, Feng Liu, Shuojue Yang, Daiyun Shen, Yueming Jin

BayeSMM: Robust Deep Combined Computing Tackling Heavy-tailed Distribution in Medical Images

Yuanye Liu, Ruoxuan Zhen, Shangqi Gao, Xinzhe Luo, Xin Gao

Bayesian Transformers and Higher-Order Graph Matching for Cell Tracking in Serial Tissue Sections

Mostafa Karami, Sahand Hamzehei, David Arce, Gianna Raimondi, Linnaea Ostroff

BaMCo: Balanced Multimodal Contrastive Learning for Knowledge-Driven Medical VQA

Ziya Ata Yazıcı, Hazım Kemal Ekenel

Background-Invariant Independence-Guided Multi-head Attention Network for Skin Lesion Classification

Debasmit Roy, Srinjoy Dutta, Soham Bose, Friedhelm Schwenker, Ram Sarkar

Aβ-PET Pattern Prediction via Graph Reconstruction-Aware Fusion (GRAF) of Functional and Structural Networks

Haoyue Yuan, Yuxiao Liu, Feihong Liu, Dinggang Shen

AVDM: Controllable Adversarial Diffusion Model for Vessel-to-Volume Synthesis

Jian Dai, Wanchen Liu, Honghao Cui, Xiao Liu, Jiajun Wang

Autoregressive Medical Image Segmentation via Next-Scale Mask Prediction

Tao Chen, Chenhui Wang, Zhihao Chen, Hongming Shan

Automatic Deep Deformable Registration using Domain Adaptation and Run-Time Optimisation

Emilien Gadoux, Adrien Bartoli

Automatic dataset shift identification to support safe deployment of medical imaging AI

Mélanie Roschewitz, Raghav Mehta, Charles Jones, Ben Glocker

Automated Integration of Surgical Implants into Digital Twins for Trauma Surgery

Tobias Stauffer, Manuel Reber, Léon Fellmann, Reto Babst, Mirko Meboldt

Automated Detection of BK Virus in H&E Whole-Slide Images Using Weakly-Supervised Deep Learning and Interpretable Morphological Biomarkers

Sharifa Sahai, Ana D. Ramos-Guerra, Cristina Almagro-Pérez, Guillaume Jaume, Andrew Zhang

Automated Detection of Abnormalities in Zebrafish Development

Sarath Sivaprasad, Hui-Po Wang, Anna-Lisa Jäckel, Jonas Baumann, Carole Baumann

Automated Characterization of Myocardial Scar Topological Patterns for Ventricular Tachycardia Screening

Xicheng Sheng, Yang Zhang, Lei Li, Bailiang Chen, Freddy Odille

Automated Auditing of Upper Endoscopy Procedure Times: A Temporal Multiclass Analysis

Diego Bravo, Josué Ruano, Martín Gómez, Fabio A. González, Eduardo Romero

Augmented Reality-based Guidance with Deformable Registration in Head and Neck Tumor Resection

Qingyun Yang, Fangjie Li, Jiayi Xu, Zixuan Liu, Sindhura Sridhar

Attention-Guided Vector Quantized Variational Autoencoder for Brain Tumor Segmentation

Danish Ali, Ajmal Mian, Naveed Akhtar, Ghulam Mubashar Hassan

Attention-Based Multimodal Deep Learning Model for Post-Stroke Motor Impairment Prediction

Rukiye Karakis, Kali Gurkahraman, Georgios D. Mitsis, Marie-Hèléne Boudrias

Asynchronous Multi-Modal Learning for Dynamic Risk Monitoring of Acute Respiratory Distress Syndrome in Intensive Care Units

Yidan Feng, Bohan Zhang, Sen Deng, Zhanli Hu, Jing Qin

Asymmetric Matching in Abdominal Lymph Nodes of Follow-up CT Scans

Yiji Mao, Yi Zhang, Xinyu Zou, Yuling Zheng, Hao Huang

Aorta Multi-class Segmentation via Anatomically Constrained Plane Detection

Jonghoon An, Dong Hyun Lee, So Hyun Kim, Taejin Moon, Minyoung Chung

Anomaly Detection by Clustering DINO Embeddings using a Dirichlet Process Mixture

Nico Schulthess, Ender Konukoglu

Anatomy-Guided Multimodal Graph Networks for Alzheimer’s Disease: Integrative Analysis of Cross-Modal Brain Connectivity Signatures

Wenzheng Hu, Zhenghua Guan, Peng Yang, Jiaqiang Li, Yi Liu

Anatomy-Conserving Unpaired CBCT-to-CT Translation via Schrödinger Bridge

Ke Shi, Song Ouyang, Gang Liu, Yong Luo, Kehua Su

Anatomy-based Self-supervised Pre-training for Scale-robust Hierarchical Representations in Chest X-rays

Surong Chu, Yan Qiang, Guohua Ji, Xueting Ren, Lijing Zhang

Anatomy-Aware Low-Dose CT Denoising via Pretrained Vision Models and Semantic-Guided Contrastive Learning

Runze Wang, Zeli Chen, Zhiyun Song, Wei Fang, Jiajin Zhang

Anatomy-Aware Frequency-Attention Transformer Networks for Liver Couinaud CT/MR Segmentation

Wenkang Fan, Hao Fang, Rui Li, Yanduan Lin, Chao An

Anatomical Structure Few-Shot Detection Utilizing Enhanced Human Anatomy Knowledge in Ultrasound Images

Ying Zhu, Bocheng Liang, Ningshu Li, lei zhao, Xi Li

Anatomical Graph-based Multilevel Distillation for Robust Alzheimer’s Disease Diagnosis with Missing Modalities

Fei Liu, Huabin Wang, Mohamed Hisham Jaward, Shiuan-Ni Liang, Huey Fang Ong

Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications

Yucheng Tang, Yunguan Fu, Weixi Yi, Yipei Wang, Daniel C. Alexander

An Anatomical Significance-Aware Architecture for Explainable Myocardial Infarction Prediction via Multi-Task Learning

Jiachuan Peng, Marcel Beetz, Abhirup Banerjee, Min Chen, Vicente Grau

Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge

Lalith Bharadwaj Baru, Kamalaker Dadi, Tapabrata Chakraborti, Raju S. Bapi

Alzheimer’s Disease Recognition Based on Adaptive Graph Normalization Flow for Incomplete Multimodal Data Fusion

Yaqin Li, Yihong Dong, Yanan Wu, Haihao Yan, Linlin Gao

All-in-One Medical Image Restoration with Latent Diffusion-Enhanced Vector-Quantized Codebook Prior

Haowei Chen, Zhiwen Yang, Haotian Hou, Hui Zhang, Bingzheng Wei

AffinityUMamba: Uncertainty-Aware Medical Image Segmentation via Probabilistic Weak Supervision Beyond Gold-Standard Annotations

Yukun Zhang, Guisheng Wang, William Henry Nailon, Kun Cheng

AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification

Yunlong Zhang, Honglin Li, Yuxuan Sun, Zhongyi Shui, Jingxiong Li

AdvMIM: Adversarial Masked Image Modeling for Semi-Supervised Medical Image Segmentation

LEI ZHU, Jun Zhou, Rick Siow Mong Goh, Yong Liu

Advancing Medical Representation Learning Through High-Quality Data

Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy

AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-rays

Chenlang Yi, Zizhan Xiong, Qi Qi, Xiyuan Wei, Girish Bathla

Addressing Label Scarcity and Domain Shift in Medical Image Segmentation

Suruchi Kumari, Pravendra Singh

Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image Synthesis

Kunpeng Qiu, Zhiying Zhou, Yongxin Guo

Adaptive Stain Normalization for Cross-Domain Medical Histology

Tianyue Xu, Yanlin Wu, Abhai K. Tripathi, Matthew M. Ippolito, Benjamin D. Haeffele

Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling

Ningfeng Que, Xiaofei Wang, Jingjing Chen, Yixuan Jiang, CHAO LI

Adaptive Graph Learning with Multi-Graph Convolutions for Brain Disorder Classification

Fuad Noman, Raphael C.-W. Phan, Hernando Ombao, Chee-Ming Ting

Adaptive Frame Selection for Gestational Age Estimation from Blind Sweep Fetal Ultrasound Videos

Tanya Akumu, Marawan Elbatel, Victor M. Campello, Richard Osuala, Carlos Martín-Isla

Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI

Rundong Xue, Xiangmin Han, Hao Hu, Zeyu Zhang, Shaoyi Du

Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer’s Disease Conversion Prediction

Hyuna Cho, Hayoung Ahn, Guorong Wu, Won Hwa Kim

Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation

Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu

Adapting Foundation Model for Dental Caries Detection with Dual-View Co-Training

Tao Luo, Han Wu, Tong Yang, Dinggang Shen, Zhiming Cui

ADAptation: Reconstruction-based Unsupervised Active Learning for Breast Ultrasound Diagnosis

Yaofei Duan, Yuhao Huang, Xin Yang, Luyi Han, Xinyu Xie

Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision

Soham Walimbe, Britty Baby, Vinkle Srivastav, Nicolas Padoy

Ada-FCN: Adaptive Frequency-Coupled Network for fMRI-Based Brain Disorder Classification

Yue Xun, Jiaxing Xu, Wenbo Gao, chen yang, Shujun WANG

ADA: An Adaptive Augmentation Framework for Single-Source Domain Generalization in Medical Image Segmentation

Runlin Huang, Hongmin Cai, Weipeng Zhuo, Shangyan Cai, Haowei Lin

Active Source-Free Cross-Domain and Cross-Modality Adaptation for Volumetric Medical Image Segmentation by Image Sensitivity and Organ Heterogeneity Sampling

Jin Yang, Xiaobing Yu, Peijie Qiu, Daniel Marcus, Aristeidis Sotiras

Accurate Boundary Alignment and Realism Enhancement for Colonoscopic Polyp Image-Mask Pair Generation

Riyu Qiu, Kun Xia, Feng Gao, Shuting Yang, Du Cai

Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound

Jian Wang, Qiongying Ni, Hongkui Yu, Ruixuan Yao, Jinqiao Ying

Accelerated Free-Breathing 5D Multi-Echo Respiratory Motion-Resolved R2*, PDFF, and QSM Using Novel Composite Total Variation

MungSoo Kang, Or Alus, Youngwook Kee

Abnormality-Driven Representation Learning for Radiology Imaging

Marta Ligero, Tim Lenz, Georg Wölflein, Omar S. M. El Nahhas, Daniel Truhn

A Virtual Domain Collaborative Learning Framework for Semi-supervised Microscopic Hyperspectral Image Segmentation

Geng Qin, Huan Liu, Wei Li, Haihao Zhang, Yuxing Guo

A Uniform Multi-mode Fused Framework for Velocity Field Estimation in Ultrasound Imaging

Hailong Li, Liansheng Wang, Yinran Chen

A Unified Missing Modality Imputation Model with Inter-Modality Contrastive and Consistent Learning

Liangce Qi, Yusi Liu, Yuqin Li, Weili Shi, Guanyuan Feng

A Unified Continuous Staging Framework for Alzheimer’s Disease and Lewy Body Dementia via Hierarchical Anatomical Features

Tong Chen, Minheng Chen, Jing Zhang, Yan Zhuang, Chao Cao

A Two-Stage Method for Specular Highlight Detection and Removal in Medical Images

Zefeng Li, Mingyue Cui, Daosong Hu, Jin Gong, Jingchong Weng

A Semi-Supervised Knowledge Distillation Framework for Left Ventricle Segmentation and Landmark Detection in Echocardiograms

Haoyuan Chen, Yonghao Li, Long Yang, Han Wu, Lin Zhou