MICCAI 2025

1,027 papers

Feature Copy-Paste Network for Lung Cancer EGFR Mutation Status Prediction in CT images

Xingyu Huang, Shuo Wang, Chengcai Liu, Haolin Sang, Yi Wu

FEAT: Full-Dimensional Efficient Attention Transformer for Medical Video Generation

Huihan Wang, Zhiwen Yang, Hui Zhang, Dan Zhao, Bingzheng Wei

FDF-VQVAE: A Frequency Disentanglement and Fusion Learning Framework for Multi-Sequence MRI Enhancement

Xinghe Xie, Luyi Han, Yue Sun, Chi Kin Lam, Jian Zheng

FDAS: Foundation Model Distillation and Anatomic Structure-aware Multi-task Learning for Self-Supervised Medical Image Segmentation

Xiaoran Qi, Guoning Zhang, Jianghao Wu, Shaoting Zhang, Xiaorong Hou

Faster, Self-Supervised Super-Resolution for Anisotropic Multi-View MRI Using a Sparse Coordinate Loss

Maja Schlereth, Moritz Schillinger, Katharina Breininger

Fairness-Aware vCDR-Controlled Generation for Glaucoma Diagnosis

Ziheng Wang, Shuran Yang, Wen Chen, Zhen Zhang, Mengyu Wang

Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models

Peiran Wang, Linjie Tong, Jian Wu, Jiaxiang Liu, Zuozhu Liu

Facial Appearance Prediction with Conditional Multi-scale Autoregressive Modeling for Orthognathic Surgical Planning

Jungwook Lee, Xuanang Xu, Daeseung Kim, Tianshu Kuang, Hannah H. Deng

F2PASeg: Feature Fusion for Pituitary Anatomy Segmentation in Endoscopic Surgery

Lumin Chen, Zhiying Wu, Tianye Lei, Xuexue Bai, Ming Feng

Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification

Xing Shen, Justin Szeto, Mingyang Li, Hengguan Huang, Tal Arbel

Exploring the feasibility of zero-shot super-resolution in preclinical imaging

Omar A. M. Gharib, Samuel W. Remedios, Blake E. Dewey, Jerry L. Prince, Aaron Carass

Exploring the Design Space of 3D MLLMs for CT Report Generation

Mohammed Baharoon, Jun Ma, Congyu Fang, Augustin Toma, Bo Wang

Exploring Text-enhanced Mixture-of-Experts for Semi-supervised Medical Image Segmentation with Composite Data

Qingjie Zeng, Huan Luo, Xinke Ma, Zilin Lu, Yang Hu

Explainable Integrative Bipartite Graph Convolutional Neural Network for Predicting Ejection Fraction in Echocardiography

Seungeun Lee, Jaeyoung Kim, Kyungtae Kang, Mingon Kang

Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion

Daiki Nishiyama, Hiroaki Miyoshi, Noriaki Hashimoto, Koichi Ohshima, Hidekata Hontani

Explainable ADHD Diagnostic Framework Using Weakly-Supervised Action Recognition

Ninghan Fan, Ming Kong, Jing Huang, Bingdi Chen, Qiang Zhu

Explain Any Pathological Concept: Discovering Hierarchical Explanations for Pathology Foundation Models

Shuting Xu, Junlin Hou, Hao Chen

Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond

Sheethal Bhat, Bogdan Georgescu, Adarsh Bhandary Panambur, Mathias Zinnen, Tri-Thien Nguyen

EUReg: End-to-end Framework for Efficient 2D-3D Ultrasound Registration

Haiqiao Wang, Yi Wang

Estimating Bone Mineral Density and Muscle Mass from EOS Low Dose X-ray Imaging System

Kazuki Suehara, Yi Gu, Yoshito Otake, Keisuke Uemura, Masashi Okamoto

ESPNet: Edge-Aware Feature Shrinkage Pyramid for Polyp Segmentation

Raneem Toman, Venkataraman Subramanian, Sharib Ali

Equitable Federated Learning with NCA

Nick Lemke, Mirko Konstantin, Henry John Krumb, John Kalkhof, Jonathan Stieber

Enjoying Information Dividend: Gaze Track-based Medical Weakly Supervised Segmentation

Zhisong Wang, Yiwen Ye, Ziyang Chen, Yong Xia

Enhancing WSI-Based Survival Analysis with Report-Auxiliary Self-Distillation

Zheng Wang, Hong Liu, Danyi Li, Min Cen, Baptiste Magnier

Enhancing Soft Tissue Sarcoma Classification by Mitigating Patient-Specific Bias in Whole Slide Images

Weiping Lin, Runchen Zhu, Wentai Hou, Jiacheng Wang, Yixuan Lin

Enhancing Radiology Report Interpretation through Modality-Specific RadGraph Fine-Tuning

Haoyue Guan, Yuwei Dai, Shadi Afyouni, Alec Kain, Wen-Chi Hsu

Enhancing AI-assisted Stroke Emergency Triage with Adaptive Uncertainty Estimation

Shuhua Yang, Tongan Cai, Haomiao Ni, Wenchao Ma, Yuan Xue

Enforcing Geometric Constraints of Surface Normal and Pose for Self-supervised Monocular Depth Estimation on Laparoscopic Images

Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa

End-to-End 3D Tooth Landmark Detection with Fuzzy Tooth Localization

Kaibo Shi, Hairong Jin, Youyi Zheng

Endplate3D-QCT: A High-Resolution Dataset and Benchmark for Automated 3D Segmentation of Lumbar Vertebral Endplates in QCT

Zixun Yin, Da Zou, Yi Zhao, Chenbin Zhang, Weishi Li

Endoscopic Depth-of-Field Expansion via Cascaded Network with Two-streamed Multi-scale Fusion

Xiang Deng, Xing Liu, Tian Xu, Xiaoyue Liu, Tianyuan Gan

Endoscopic Artifact Inpainting for Improved Endoscopic Image Segmentation

Zhangyuan Yu, Chenlin Du, Hongrui Liang, Xiuqi Zheng, Zeyao Ma

EndoPlanar: Deformable Planar-based Gaussian Splatting for Surgical Scene Reconstruction

Thatphum Paonim, Chayapon Sasnarukkit, Natawut Nupairoj, Peerapon Vateekul

EndoMetric: Near-Light Monocular Metric Scale Estimation in Endoscopy

Raúl Iranzo, Víctor M. Batlle, Juan D. Tardós, Jose M. M. Montiel

EndoMamba: An Efficient Foundation Model for Endoscopic Videos via Hierarchical Pre-training

Qingyao Tian, Huai Liao, Xinyan Huang, Bingyu Yang, Dongdong Lei

Endo-GSMT: Endoscopic Monocular Scene Reconstruction with Dynamic Gaussian Splatting and Motion Tracking

Hao Gou, Changmiao Wang, Jiahao Yang, Yaoqun Liu, Fucang Jia

EndoGen: Conditional Autoregressive Endoscopic Video Generation

Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan

EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting

Taoyu Wu, Yiyi Miao, Zhuoxiao Li, Haocheng Zhao, Kang Dang

Endo-FASt3r: Endoscopic Foundation model Adaptation for Structure from motion

Mona Sheikh Zeinoddin, Mobarak I. Hoque, Zafer Tandogdu, Greg L. Shaw, Matthew J. Clarkson

EndoDAV: Depth Any Video in Endoscopy with Spatiotemporal Accuracy

Zanwei Zhou, chen yang, Piao Yang, Xiaokang Yang, Wei Shen

Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records

Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen

Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian Splatting

Yiming Huang, Long Bai, Beilei Cui, Yanheng Li, Tong Chen

Endo3R: Unified Online Reconstruction from Dynamic Monocular Endoscopic Video

Jiaxin Guo, Wenzhen Dong, Tianyu Huang, Hao Ding, Ziyi Wang

Embedding-Based Federated Data Sharing via Differentially Private Conditional VAEs

Francesco Di Salvo, Hanh Huyen My Nguyen, Christian Ledig

Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training

Xingyu Wan, Qiaoying Teng, Jun Chen, Yonghan Lu, Deqi Yuan

EG-Net: An Edge-Guided Network for Rigid Registration of Laparoscopic Low-Overlap Point Clouds

Wenbin Wu, Yifan Gao, Yixiu Wang, Jiayi Zhang, Yiming Zhao

EFMS-Net: Efficient Frequency-Enhanced Multi-Scale Network for Ischemic Stroke Segmentation

jie Yang, Shaowei Shen, Xuwei Fan, Ning Chen, Zhibin Gao

EfficientMedNeXt: Multi-Receptive Dilated Convolutions for Medical Image Segmentation

Md Mostafijur Rahman, Mustafa Munir, Radu Marculescu

EFFDNet: A Scribble-Supervised Medical Image Segmentation Method with Enhanced Foreground Feature Discrimination

Jinhua Liu, Shu Yun Tan, Xulei Yang, Yanwu Xu, Si Yong Yeo

EEG-DINO: Learning EEG Foundation Models via Hierarchical Self-Distillation

Xujia Wang, Xuhui Liu, Xi Liu, Qian Si, Zhaoliang Xu

Edge-semantic Synergy Fusion and Adaptive Noise-aware for Weakly Supervised Pathological Tissue Segmentation

Hualong Zhang, Siyang Feng, Zihan Huan, Huadeng Wang, Zhenbing Liu

Edge-Aware Token Halting for Efficient and Accurate Medical Image Segmentation

Yuhao Guo, Bo Song, Heng Fan, Erkang Cheng

Edge-Aware Hierarchical Graph Transformer to Decode Brain Arterial Network

Kaiyu Zhang, Li Chen, Wenjin Liu, Taewon Kim, Xin Wang

EdgeANet: A Transformer-based Edge Representation Learning Network for Canine X-ray Verification

In-Gyu Lee, Jun-Young Oh, Hyewon Choi, Tae-Eui Kam, Namsoon Lee

EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography

Shanshan Song, Yi Qin, Honglong Yang, Taoran Huang, Hongwen Fei

EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks

Yuan Gao, Sangwook Kim, Chris McIntosh

EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography

Xuan Yang, Rui Xu, Xinchen Ye, Zhihui Wang, Miao Zhang

E-BayesSAM: Efficient Bayesian Adaptation of SAM with Self-Optimizing KAN-Based Interpretation for Uncertainty-Aware Ultrasonic Segmentation

Bin Huang, Zhong Liu, Huiying Wen, Bingsheng Huang, Xin Chen

Dynamic-Aware Spatio-temporal Representation Learning for Dynamic MRI Reconstruction

Dayoung Baik, Jaejun Yoo

Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model

Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang

Dynamic Function-Structure Connectivity Coupling for Predicting Progression Trajectories in Neurocognitive Decline

Qianqian Wang, Wei Wang, Hong-Jun Li, Weili Lin, Mingxia Liu

Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation

Xueming Fu, Pei Wu, Yingtai Li, Xin Luo, Zihang Jiang

DyMAS-Net: Dynamic Multi-Scale Adaptive Sampling Network for Efficient Medical Image Segmentation

Siqi Wang, Qingxue Zhao, Di Wu, Jiakang Gao, Jun Tian

DuoDent: Tooth Generation using Dual-Stream Diffusion with Normal Consistency

Doeyoung Kwon, Seongjun Kim, In-Seok Song, Seung Jun Baek

Dual-Stream Multi-Band Fusion Network for Dynamic Functional Connectivity Analysis in Brain Disorder Classification

Ling Wu, Hexi Li, Zhengyuan Lyu, Zhiwei Song, Hu Yu

DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning

Yining Zhao, Mukesh Prasad, Ali Braytee

Dual-Branch Dynamic Coupling Weakly Supervised Learning for Class-Incremental Histopathological Region Segmentation

Xiaoyan Hong, Jiansong Fan, Zhaohong Deng, Xiang Pan

Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images

Xinyu Hao, Hongming Xu, Qibin Zhang, Qi Xu, Ilkka Polonen

Dual Knowledge-Aware Guidance for Source-Free Domain Adaptive Fundus Image Segmentation

Yu Chen, Hailing Wang, Chunwei Wu, Guitao Cao

Dual Correlation-aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance

Yige Yan, Jun Cheng, Xulei Yang, Shuang Leng, Ru San Tan

DSFC: Deformation-Aware Learning Strategy via Self-sustaining Feedback Cycle for Medical Vision Foundation Model Domain Adaptation

Jie Lin, Hengyi Jiang, Hong Liu, Liansheng Wang

DPGS-Net: Dual Prior-Guided Cross-Domain Adaptive Framework for Ultrasound Image Segmentation

Weijie Zhang, Lingfeng Xie, Kun Zeng, Xiaonan Luo, Yongyi Gong

DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation

Xinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang, Xin Wang

Domain-Agnostic Stroke Lesion Segmentation Using Physics-Constrained Synthetic Data

Liam Chalcroft, Jenny Crinion, Cathy J. Price, John Ashburner

Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer

Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen

Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba

Tianzhong Lan, Nan Chen, Zhang Yi, Xiuyuan Xu, Min Zhu

Domain Generalization for Mammogram Classification by Suppressing Domain-Specific Features

Jiqun Chen, Luhao Sun, Wenzong Jiang, Weifeng Liu, CHAO LI

Does Connectome Harmonic Analysis pass the Spin Test?

Raphaël Vock, Antoine Grigis, Benoit Dufumier, Edouard Duchesnay

DIY Challenge Blueprint: From Organization to Technical Realization in Biomedical Image Analysis

Leonard Klausmann, Tobias Rueckert, David Rauber, Raphaela Maerkl, Suemeyye R. Yildiran

Distribution-Guided Multi-Tracer Brain PET Synthesis from Structural MRI with Class-Conditioned Weighted Diffusion

Minhui Yu, David S. Lalush, Derek C. Monroe, Kelly S. Giovanello, Weili Lin

Distilling foundation models for robust and efficient models in digital pathology

Alexandre Filiot, Nicolas Dop, Oussama Tchita, Auriane Riou, Rémy Dubois

Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction

Aniek Eijpe, Soufyan Lakbir, Melis Erdal Cesur, Sara P. Oliveira, Sanne Abeln

DisDiff: Disentanglement Diffusion Network for MR Imaging Translation

Yipin Zhang, Ziqi Yu, Xiange Zhang, Shengjie Zhang, Xiang Chen

DISCLOSE the Neurodegeneration Dynamics: Individualized ODE Discovery for Alzheimer’s Disease Precision Medicine

Wooseok Jung, Joonhyuk Park, Won Hwa Kim

Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration

Simon C. K. Chan, Lulin Shi, Bingxin Huang, Terence T. W. Wong

Direct Inversion Formula of the Multi-coil MR Operator under Arbitrary Trajectories

Junzhou Chen, Anthony G. Christodoulou, Zhaoyang Fan

DINO Adapted to X-Ray (DAX): Foundation Models for Intraoperative X-Ray Imaging

Joshua Scheuplein, Maximilian Rohleder, Andreas Maier, Björn Kreher

DIGS: Dynamic CBCT Reconstruction using Deformation-Informed 4D Gaussian Splatting and a Low-Rank Free-Form Deformation Model

Yuliang Huang, Imraj Singh, Thomas Joyce, Kris Thielemans, Jamie R. McClelland

Diffusion-based Virtual Staining from Polarimetric Mueller Matrix Imaging

Xiaoyu Zheng, Jing Wen, Jiaxin Zhuang, Yao DU, Jing Cong

Diffusion-Based User-Guided Data Augmentation for Coronary Stenosis Detection

Sumin Seo, In Kyu Lee, Hyun-Woo Kim, Jaesik Min, Chung-Hwan Jung

Diffusion-based Multi-modal MR Fusion for TOF-MRA Image Synthesis

Tianen Yu, Xinyu Song, Lei Xiang, Tao Zhou

Diffusing Boundaries: CBCT-to-CT Translation with Extended Field of View

Quentin Spinat, Audrey Duran, Olivier Teboul, Nikos Paragios, Nikos Komodakis

DiffStain: Conditioned Diffusion-Based Semantic Virtual Staining with Mask Guidance

Yikai Han, Jimao Jiang, Yuru Pei

Diff-RRG: Longitudinal Disease-wise Patch Difference as Guidance for LLM-based Radiology Report Generation

Hannah Yun, Junyeong Maeng, Eunsong Kang, Heung-Il Suk

DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model

Han Zhang, Xiangde Luo, Yong Chen, Kang Li

Difficulty Estimation for Image-Specific Medical Image Segmentation Quality Control

Joris Fournel, Axel Bartoli, Baptiste Marchi, Arnaud Maurin, Siavash Arjomand Bigdeli

DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion

Hantao Zhang, Yuhe Liu, Jiancheng YANG, Weidong Guo, Xinyuan Wang

DiDGen: Diffusion-based Dual-task Synthesis for Dermoscopic Data Generation

Junjie Shentu, Matthew Watson, Noura Al Moubayed

Dia-LLaMA: Towards Large Language Model-driven CT Report Generation

Zhixuan Chen, Luyang Luo, Yequan Bie, Hao Chen

DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis

Rundong Xue, Hao Hu, Zeyu Zhang, Xiangmin Han, Juan Wang