MICCAI 2025

1,027 papers

A Prior-Driven Lightweight Network for Endoscopic Exposure Correction

Zhijian Wu, Hong Wang, Yuxuan Shi, Dingjiang Huang, Yefeng Zheng

A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection

Junyi Wang, Mubai Du, Ye Wu, Yijie Li, William M. Wells III

A Novel Framework for Integrating 3D Ultrasound into Percutaneous Liver Tumour Ablation

Shuwei Xing, Derek W. Cool, David Tessier, Elvis C. S. Chen, Terry M. Peters

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition

Jinfeng Wang, Yanhao Huang, Sifan Song, Boqian Wang, Jionglong Su

A Novel ED Triage Framework Using Conditional Imputation, Multi-Scale Semantic Learning, and Cross-Modal Fusion

Yi Xiao, Jun Zhang, Cheng Chi, CHUNYU WANG

A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage

Youngjin Yoo, Bogdan Georgescu, Yanbo Zhang, Sasa Grbic, Han Liu

A New Paradigm for Low-dose PET/CT Reconstruction with Mamba-powered Progressive Network and Physics-informed Consistency

Zixin Tang, Caiwen Jiang, Zhiming Cui, Dinggang Shen

A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-Contrast CT with Anatomy Simplification

Duoer Zhang, Wenbo Xiao, Chen Jiang, Yuxuan Qiu, Zhan Feng

A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm

Zihang Huang, Tianyu Zhao, Liang Zhang, Xin Yang

A Model Order-Free Method for Stable States Extraction in Dynamic Functional Connectivity

Songke Fang, Vince D. Calhoun, Godfrey Pearlson, Peter Kochunov, Theo G. M. van Erp

A Learning Framework for Predicting CT-based PRM Biomarker from MRI Sequences in COPD

Yiling Xu, Simon M. F. Triphan, Julian Grolig, Hanyi Zhang, Jürgen Biederer

A Large-scale Neural Model Inversion Framework for Effective Connectivity Estimation

Guoshi Li, Pew-Thian Yap

A Hybrid Contrastive Ordinal Regression Method for Advancing Disease Severity Assessment in Imbalanced Medical Datasets

Afsah Saleem, Joshua R. Lewis, Syed Zulqarnain Gilani

A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data

Tobias Susetzky, Huaqi Qiu, Rickmer Braren, Daniel Rueckert

A Frequency-Aware Self-Supervised Learning for Ultra-Wide-Field Image Enhancement

Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma

A flexible deep learning framework for survival analysis with medical data

Gabriele Campanella, Ida Häggström, Lucas Kook, Torsten Hothorn, Thomas J. Fuchs

A Diffusion-Driven Temporal Super-Resolution and Spatial Consistency Enhancement Framework for 4D MRI imaging

Xuanru Zhou, Jiarun Liu, Shoujun Yu, Hao Yang, Cheng Li

A Curvature-Guided Diffeomorphic Mesh Deformation Framework for Lifespan Brain Cortical Surface Reconstruction

Lin Teng, Shen Zhao, Feng Shi, Dinggang Shen

A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images

Yifan Gao, Shaohao Rui, Haoyang Su, Jinyi Xiang, Lianming Wu

A Causality-Inspired Model for Intima-Media Thickening Assessment in Ultrasound Videos

Shuo Gao, Meng Yang, Jun Xue, Yang Chen, Jingyang Zhang

A Causal-holistic Adaptive Intervention Network for Tailoring Automated Coronary Artery Disease Diagnosis to Individual Patients

Xinghua Ma, Xingyu Qiu, Yuetan Chu, Kuanquan Wang, Zhaowen Qiu

A Boundary-aware Cold-Diffusion Model for Electron Microscopy Segmentation

Muge Qi, Ruohua Shi, Yu Cai, Liuyuan He, Wenyao Wang

6D Object Pose Tracking for Orthopedic Surgical Training using Visual-Inertial Sensor Fusion

Maarten Hogenkamp, Tobias Stauffer, Quentin Lohmeyer, Mirko Meboldt

4D CardioSynth: Synthesising Dynamic Virtual Heart Populations through Spatiotemporal Disentanglement

Haoran Dou, Jinghan Huang, Arezoo Zakeri, Zherui Zhou, Tingting Mu

3D Dynamic Prediction of Missing Teeth in Diverse Patterns via Centroid-prompted Diffusion Model

Zongrui Ji, Na Li, Peng Xue, Yi Dong, Lei Ma

3D Acetabular Surface Reconstruction from 2D Pre-operative X-ray Images using SRVF Elastic Registration and Deformation Graph

SHUAI ZHANG, Jinliang Wang, Xu Wang, Sujith Konan, Danail Stoyanov

µ2 Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation

Siyou Li, Pengyao Qin, Huanan Wu, Dong Nie, Arun J. Thirunavukarasu