MICCAI 2025

1,027 papers

Thread the Needle: Genomics-guided Prompt-bridged Attention Model for Survival Prediction of Glioma based on MRI Images

Yi Zhong, Xubin Zheng, Xiongri Shen, Jiaqi Wang, Leilei Zhao

tHPM-LDM: Integrating Individual Historical Record with Population Memory in Latent Diffusion-based Glaucoma Forecasting

Yuheng Fan, Jianyang Xie, Yimin Luo, Yanda Meng, Savita Madhusudhan

This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN

Dennis Tang, Jon Donnelly, Alina Jade Barnett, Lesia Semenova, Jin Jing

Think as Cardiac Sonographers: Marrying SAM with Left Ventricular Indicators Measurements According to Clinical Guidelines

Tuo Liu, Qinghan Yang, Yu Zhang, Rongjun Ge, Yang Chen

The Refining of Brain Connectivity Features on Residual Posterior Patterns

Xinbei Zha, Jiaming Zhang, Jin Gu

The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection

Katharina Eckstein, Constantin Ulrich, Michael Baumgartner, Jessica Kächele, Dimitrios Bounias

TGSAM-2: Text-Guided Medical Image Segmentation using Segment Anything Model 2

Runtian Yuan, Ling Zhou, Jilan Xu, Qingqiu Li, Mohan Chen

Text-Guided Multi-Instance Learning for Scoliosis Screening via Gait Video Analysis

Haiqing Li, Yuzhi Guo, Feng Jiang, Thao M. Dang, Hehuan Ma

Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation

Kaiwen Huang, Yi Zhou, Huazhu Fu, Yizhe Zhang, Chen Gong

TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration

Xiaoyu Shi, Rahul Kumar Jain, Yinhao Li, Ruibo Hou, Jingliang Cheng

Tetra-orientated Mamba with T2-FLAIR Mismatch Features for Glioma Segmentation, IDH Genotyping, and Grading

Xinyu Li, Jin Liu, Hulin Kuang, Yuanzhuo Wang, Jianxin Wang

Test-Time Training with Local Contrast-Preserving Copy-Pasted Image for Domain Generalization in Retinal Vessel Segmentation

Yuliang Gu, Zhichao Sun, Zelong Liu, Yongchao Xu

TESLA: Test-time Reference-free Through-plane Super-resolution for Multi-contrast Brain MRI

Yoonseok Choi, Sunyoung Jung, Mohammed A. Al-masni, Ming-Hsuan Yang, Dong-Hyun Kim

TemSAM: Temporal-aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences

Liang Zhang, Xixi Jiang, Xiaohuan Ding, Zihang Huang, Tianyu Zhao

Temporally-Aware Supervised Contrastive Learning for Polyp Counting in Colonoscopy

Luca Parolari, Andrea Cherubini, Lamberto Ballan, Carlo Biffi

Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer

Ivana Janíčková, Yen Y. Tan, Thomas H. Helbich, Konstantin Miloserdov, Zsuzsanna Bago-Horvath

Temporal Neural Cellular Automata: Application to modeling of contrast enhancement in breast MRI

Daniel M. Lang, Richard Osuala, Veronika Spieker, Karim Lekadir, Rickmer Braren

Temporal Modulated Multi-Scale Deformation Fusion via Knowledge Distillation for 4D Medical Image Interpolation

Jiaju Zhang, Danni Ai, Zhikun Gan, Tianyu Fu, Jingfan Fan

Temporal Model-Based Federated Active Medical Image Classification

Yunlu Yan, Chun-Mei Feng, Yuexiang Li, Jinheng Xie, Jun Chen

Temporal Differential Fields for 4D Motion Modeling via Image-to-Video Synthesis

Xin You, Minghui Zhang, Hanxiao Zhang, jie Yang, Nassir Navab

Temporal Atlas-Guided Generation of Longitudinal Data via Geometric Latent Embeddings

Shaoju Wu, Jian Wang, Sila Kurugol, Andy Tsai

TEGDA: Test-time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation

Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang

Teaching pathology foundation models to accurately predict gene expression with parameter efficient knowledge transfer

Shi Pan, Jianan Chen, Maria Secrier

tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation and Its Application in Medical Image Segmentation

Guanghua He, Wangang Cheng, Hancan Zhu, Xiaohao Cai, Gaohang Yu

TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration

Zhiwen Yang, Jiaju Zhang, Yang Yi, Jian Liang, Bingzheng Wei

Task-aligned fMRI Generation Model for Brain Disorder Diagnosis

Yifan Li, Xiaotong Wu, Xiaocai Zhang, Haiteng Jiang, Weiwen Wu

Targeted False Positive Synthesis via Detector-guided Adversarial Diffusion Attacker for Robust Polyp Detection

Quan Zhou, Gan Luo, Qiang Hu, Qingyong Zhang, Jinhua Zhang

Target Prior-enriched Implicit 3D CT Reconstruction with Adaptive Ray Sampling

Qinglei Cao, Ziyao Tang, Xiaoqin Tang

Tackling Hallucination from Conditional Models for Medical Image Reconstruction with DynamicDPS

Seunghoi Kim, Henry F. J. Tregidgo, Matteo Figini, Chen Jin, Sarang Joshi

T2WI-BCMIC: Non-Fat Saturated T2-Weighted Imaging Dataset for Bladder Cancer Muscle Invasion Classification

Han Huang, Weiyi Chen, Qiuxia Wu, Huanjun Wang, Qian Cai

T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models

Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao

T2GS: Comprehensive Reconstruction of Dynamic Surgical Scenes with Gaussian Splatting

Jinjing Xu, Chenyang Li, Peng Liu, Micha Pfeiffer, Liwen Liu

T&F-DFC FusionNet: Time&Frequency-Dynamic Functional Connectivity Fusion Network for ADHD Diagnosis in Children based on fNIRS

Mengxiang Chu, Yunxiang Ma, Xiaowei He, Xiao Li, Jiaojiao Ren

Synthetic Ground Truth Counterfactuals for Comprehensive Evaluation of Causal Generative Models in Medical Imaging

Emma A. M. Stanley, Vibujithan Vigneshwaran, Erik Y. Ohara, Finn G. Vamosi, Nils D. Forkert

Synthesizing Delayed-Phase Contrast-Enhanced Breast MR Images from Early-Phase Images Using an Iterative Deep Network

Woojin Chung, Junghwa Kang, Ga Eun Park, Sung Hun Kim, Yoonho Nam

Synthesis of Pathological Dual-Channel Color Doppler Echocardiograms for Equitable Diagnosis of Heart Diseases

Pooneh Roshanitabrizi, Pengfei Guo, Artur Arturi Aharonyan, Kelsey Brown, Taylor Gloria Broudy

SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts

Yufei Liu, Haoke Xiao, Jiaxing Chai, Yongcun Zhang, Rong Wang

Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation

Tao Wang, Xinlin Zhang, Yuanbin Chen, Yuanbo Zhou, Longxuan Zhao

Synchronous Inhibition and Activation for Weakly Supervised Semantic Segmentation of Pathology Images

Jiansong Fan, Yicheng Di, Jiayu Bao, Lihua Li, Xiang Pan

SV-DRR: High-Fidelity Novel View X-Ray Synthesis Using Diffusion Model

Chun Xie, Yuichi Yoshii, Itaru Kitahara

SurgX: Neuron-Concept Association for Explainable Surgical Phase Recognition

Ka Young Kim, Hyeon Bae Kim, Seong Tae Kim

SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting

Yiming Huang, Long Bai, Beilei Cui, Kun Yuan, Guankun Wang

SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation

Tong Chen, Shuya Yang, Junyi Wang, Long Bai, Hongliang Ren

Surgical-MambaLLM: Mamba2-enhanced Multimodal Large Language Model for VQLA in Robotic Surgery

Pengfei Hao, Hongqiu Wang, Shuaibo Li, Zhaohu Xing, Guang Yang

SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction

Jialei Chen, Xin Zhang, Mobarak I. Hoque, Francisco Vasconcelos, Danail Stoyanov

Surgical Action Planning with Large Language Models

Mengya Xu, Zhongzhen Huang, Jie Zhang, Xiaofan Zhang, Qi Dou

Surface-based Multi-Axis Longitudinal Disentanglement Using Contrastive Learning for Alzheimer’s Disease

Jianwei Zhang, Yonggang Shi

Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation

Rongzhao He, Weihao Zheng, Leilei Zhao, Ying Wang, Dalin Zhu

Supervised Diffusion-Model-Based PET Image Reconstruction

George Webber, Alexander Hammers, Andrew P. King, Andrew J. Reader

Super-resolution and segmentation of 4D Flow MRI using Deep learning and Weighted Mean Frequencies

Simon Perrin, Sébastien Levilly, Harold Mouchère, Jean-Michel Serfaty

SUGFW: A SAM-based Uncertainty-guided Feature Weighting Framework for Cold Start Active Learning

Xiaochuan Ma, Jia Fu, Lanfeng Zhong, Ning Zhu, Guotai Wang

Subtyping Breast Lesions via Generative Augmentation based Long-tailed Recognition in Ultrasound

Shijing Chen, Xinrui Zhou, Yuhao Wang, Yuhao Huang, Ao Chang

Subgroup Performance Analysis in Hidden Stratifications

Alceu Bissoto, Trung-Dung Hoang, Tim Flühmann, Susu Sun, Christian F. Baumgartner

StyleGAN-based Brain MRI Anomaly Detection via Latent Code Retrieval and Partial Swap

Jie Wei, Xiaofei Hu, Shaoting Zhang, Guotai Wang

Structure-Preserve Expansion for Medical Image Registration with Minimal Overlap

Zaiyuan Liu, Yongsheng Pan, Yong Xia

Structure-aware MRI Translation: Multi-Modal Latent Diffusion Model with Arbitrary Missing Modalities

Xinzhe Zhang, Junjie Liang, Peng Cao, Jinzhu Yang, Osmar R. Zaiane

Structure-Aware Cross-Modal Prompt Tuning for Autonomous Bronchoscopic Navigation

Hao Fang, Zhuo Zeng, Jianwei Yang, Wenkang Fan, Xiongbiao Luo

Structure and Smoothness Constrained Dual Networks for MR Bias Field Correction

Dong Liang, Xingyu Qiu, Yuzhen Li, Wei Wang, Kuanquan Wang

Stronger Together: Registering Preoperative Imagery, LUS, and MIS Liver Images

Mohammad Mahdi Kalantari, Erol Ozgur, Mohammad Alkhatib, Navid Rabbani, Yamid Espinel

STMDiff: Spatiotemporal Matching Diffusion Model for Dual-Time-Point Total-body PET/CT Imaging via Contrastive Learning

Wenbo Li, Zhenxing Huang, Lianghua Li, Chunyan Yang, Yihan Wang

StepAL: Step-aware Active Learning for Cataract Surgical Videos

Nisarg A. Shah, Bardia Safaei, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel

Steerable Anatomical Shape Synthesis with Implicit Neural Representations

Bram de Wilde, Max T. Rietberg, Guillaume Lajoinie, Jelmer M. Wolterink

STEAM: Self-supervised TEeth Analysis and Modeling for Point Cloud Segmentation

Yifan liu, chen yang, Weihao Yu, Xinyu Liu, Hui Chen

SSPNet: Towards Feasible Spatio-Spectral Portraits-Based Deep Learning Framework for Neurodegenerative Disease Multi-Classification

Ho-Jung Kim, Dogeun Park, Jeong-Woo Jang, Young-Gi Ju, Dong-Ok Won

SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model

Xixi Jiang, chen yang, Liang Zhang, Tim Kwang-Ting Cheng, Xin Yang

SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI Classification

Jong Bum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak

SPromptGL: Semantic Prompt Guided Graph Learning for Multi-modal Brain Disease

Xixi Wan, Bo Jiang, Shihao Li, Aihua Zheng

Spline refinement with differentiable rendering

Frans Zdyb, Albert Alonso, Julius B. Kirkegaard

Spherical Diffusion Process for Score-Guided Cortical Correspondence via Spectral Attention

Seungeun Lee, Sergey Pyatkovskiy, Jaejun Yoo, Ilwoo Lyu

SPENet: Self-guided Prototype Enhancement Network for Few-shot Medical Image Segmentation

Chao Fan, Xibin Jia, Anqi Xiao, Hongyuan Yu, Zhenghan Yang

Speech Audio Generation from Dynamic MRI via a Knowledge Enhanced Conditional Variational Autoencoder

Yaxuan Li, Han Jiang, Yifei Ma, Shihua Qin, Jonghye Woo

SPEC-CXR: Advancing Clinical Safety through Entity-Level Performance Evaluation of Chest X-ray Report Generation

Jung Oh Lee, Junwoo Cho, Junha Kim, Laurent Dillard, Tom van Sonsbeek

Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance

Yang Yu, Christopher Kok, Jiahao Wang, Jun Cheng, Shuang Leng

Spatio-temporal Pre-trained Foundation Model for Neural Decoding with Fine-grained Optimization

Ziyu Li, Zhiyuan Zhu, Yang Bai, Qing Li, Xia Wu

Spatial-Temporal Memory Filtering SAM for Lesion Segmentation in Breast Ultrasound Videos

Zhengzheng Tu, Liang Zong, Bo Jiang, Haowen Wang, Kunpeng Wang

Spatially Gene Expression Prediction using Dual-Scale Contrastive Learning

Mingcheng Qu, Yuncong Wu, Donglin Di, Yue Gao, Tonghua Su

Spatial regularisation for improved accuracy and interpretability in keypoint-based registration

Benjamin Billot, Ramya Muthukrishnan, Esra Abaci Turk, P. Ellen Grant, Nicholas Ayache

Spatial Prior-Guided Boundary and Region-Aware 2D Lesion Segmentation in Neonatal Hypoxic Ischemic Encephalopathy

Amog Rao, Ananya Shukla, Jia Bhargava, Yangming Ou, Rina Bao

Spatial Aggregation for Semi-supervised Active Learning in 3D Medical Image Segmentation

Siteng Ma, Honghui Du, Dairui Liu, Kathleen M. Curran, Aonghus Lawlor

Sparse-XM: Spine Pose Adjustment with RGB-D Bone Segmentation via Cross-Modality Label Transfer

William R. Warner, Indrani Bhattacharya, Linton T. Evans, Sohail K. Mirza, Keith D. Paulsen

Sparsely Labeled fMRI Data Denoising with Meta-Learning-Based Semi-Supervised Domain Adaptation

Keun-Soo Heo, Ji-Wung Han, Soyeon Bak, Minjoo Lim, Bogyeong Kang

Sparsely Annotated Medical Image Segmentation via Cross-SAM of 3D and 2D Networks

Huaqiang Su, Zaiyi Liu, Lisha Yao, Sunyun Li, Hun Lin

Sparse3Diff: A Diffusion Framework for 3D Reconstruction from Sparse 2D Slices in Volumetric Optical Imaging

Hyun Jung Lee, Eunjung Jo, Minjoo Lim, Young-Han Son, Bogyeong Kang

Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention

Zhenghong Li, Jiaxiang Ren, Wensheng Cheng, Yanzuo Liu, Congwu Du

Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency

Ao Ma, Qingpeng Zhu, Jingjing Li, Mads Nielsen, Xu Chen

Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation

Jialu Li, Hongqiu Wang, Weiming Wang, Jing Qin, Qiong Wang

Solving Medical Multi-Label Domain Adaptation via Wasserstein Adversarial Learning with Class-Level Alignment

Wenjie Liu, Fuyou Miao, Xu Wang

SOFA: Deep Learning Framework for Simulating and Optimizing Atrial Fibrillation Ablation

Yunsung Chung, Chanho Lim, Ghassan Bidaoui, Christian Massad, Nassir Marrouche

SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion Segmentation

Meklit Atlaw, Geng Chen, Haotian Jiang, Xuyun Wen, Hengfei Cui

Smarter Self-Distillation: Optimizing the Teacher for Surgical Video Applications

Amine Yamlahi, Piotr Kalinowski, Patrick Godau, Rayan Younis, Martin Wagner

Small Lesions-aware Bidirectional Multimodal Multiscale Fusion Network for Lung Disease Classification

Jianxun Yu, Ruiquan Ge, Zhipeng Wang, Cheng Yang, Chenyu Lin

SlimFormer-3D: A Layer-Adaptive Lightweight Transformer for Efficient 3D Medical Image Segmentation

Yang Hong, Lei Zhang, Xujiong Ye, Jianqing Mo

Single-spoke Motion-compensated Dynamic 3D MRI Reconstruction via Neural Representation

Lixuan Chen, James M. Balter, Liyue Shen, Jeong Joon Park

Single Image Test-Time Adaptation via Multi-View Co-Training

Smriti Joshi, Richard Osuala, Lidia Garrucho, Kaisar Kushibar, Dimitri Kessler

Sim-to-Real Transformer-Based Shape Reconstruction for Automated Orthopedic Fracture Reduction Planning

Sutuke Yibulayimu, Yanzhen Liu, Yudi Sang, Gang Zhu, Hui Li

SIMPLE: Simultaneous Multi-plane Self-supervised Learning for Isotropic MRI Restoration from Anisotropic Data

Rotem Benisty, Yevgenia Shteynman, Moshe Porat, Anat Ilivitzki, Moti Freiman

SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training

Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang

Shuffle-Diversity Collaborative Federated Learning for Imbalanced Medical Image Analysis

Wenpeng Gao, Liantao Lan, Yumeng Liu, Ruxin Wang, Xiaomao Fan

ShareLink: Neuro-Inspired EEG-based Cross-Subject Emotion Recognition via Shared Bi-hemisphere

Zixuan Huang, Lingyao Kong, Licheng Ao, Shiyi Yao, An Xiang

SG2VID: Scene Graphs Enable Fine-Grained Control for Video Synthesis

Ssharvien Kumar Sivakumar, Yannik Frisch, Ghazal Ghazaei, Anirban Mukhopadhyay