MICCAI 2025

1,027 papers

DGMIR: Dual-Guided Multimodal Medical Image Registration based on Multi-view Augmentation and On-site Modality Removal

Gao Le, Yucheng Shu, Lihong Qiao, Lijian Yang, Bin Xiao

DGM: Disentangled Generative Model for Detecting AD Individualized Pathological Changes via Pseudo-Healthy Synthesis

Zhuangzhuang Li, Kun Zhao, Dong Wang, Yong Liu

DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs

Boyi Xiao, Jianghao Wu, Lanfeng Zhong, Xiaoguang Zou, Yuanquan Wu

DetectDiffuse: Aggregation- and Attention-driven Universal Lesion Detection with Multi-scale Diffusion Model

Xinyu Li, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song

DentEval: Fine-tuning-Free Expert-Aligned Assessment in Dental Education via LLM Agents

Xinyu Deng, Vesna Miletic, Elvis Trinh, Jinlong Gao, Chang Xu

Delving into Out-of-Distribution Detection with Medical Vision-Language Models

Lie Ju, Sijin Zhou, Yukun Zhou, Huimin Lu, Zhuoting Zhu

DEFUSE-MS: Deformation Field-Guided Spatiotemporal Graph-Based Framework for Multiple Sclerosis New Lesion Detection

Mostafa Salem, Salma Hassan, Vijay Ram Kumar Papineni, Ayman Elsayed, Mohammad Yaqub

DeepAf: One-Shot Spatiospectral Auto-Focus Model for Digital Pathology

Yousef Yeganeh, Maximilian Frantzen, Michael Lee, Kun Hsing-Yu, Nassir Navab

Deep Learning-based Alignment Measurement in Knee Radiographs

Zhisen Hu, Dominic Cullen, Peter Thompson, David Johnson, Chang Bian

Deep Learning Framework for Managing Inter-Reader Variability in Background Parenchymal Enhancement Classification for Contrast-Enhanced Mammography

Elodie Ripaud, Clément Jailin, Pablo Milioni de Carvalho, Laurence Vancamberg, Isabelle Bloch

Deep Knowledge-Infused Transformer for NSCLC Lymph Node Station Metastasis Prediction: Development of an AI-Powered Intraoperative Decision System

Jie Zhao, Zifan Chen, Guangzhengao Yang, Yijiang He, Li Zhang

Deep Association Multimodal Learning for Zero-shot Spatial Transcriptomics Prediction

Yijing Zhou, Yadong Lu, Qingli Li, Xinxing Li, Yan Wang

Decentralized Noise Handling in Medical Imaging: Encoder-Decoder Based Federated Imputation for Robust Training

Yunyoung Chang, Yeonwoo Noh, Sang-Woong Lee, Minwoo Lee, Wonjong Noh

DCT-Net: Dual-branch CT Reconstruction from Orthogonal X-rays with Diffusion Model and Contrastive Learning

Zhiyu Zhang, Cong Shen, Jijun Tang, Zhijun Liao

DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities

Haitao Li, Ziyu Li, Yiheng Mao, Zhengyao Ding, Zhengxing Huang

DCKAN: A Dual-Coordinate KAN Framework for Fibrous Cap Segmentation on Carotid OCT

Tonghua Wan, Sihan Liu, Yuxin Cai, Shengcai Chen, Yan Wan

D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM

Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji

D4Recon: Dual-stage Deformation and Dual-scale Depth Guidance for Endoscopic Reconstruction

Hritam Basak, Zhaozheng Yin

D3M: Deformation-Driven Diffusion Model for Synthesis of Contrast-Enhanced MRI with Brain Tumors

Haowen Pang, Peng Zhang, Xiaoming Hong, Shannan Chen, Chuyang Ye

D2MAE: Diffusional Deblurring MAE for Ultrasound Image Pre-training

Qingbo Kang, Jun Gao, Hongkai Zhao, Zhu He, Kang Li

D2Diff: A Dual-Domain Diffusion Model for Accurate Multi-Contrast MRI Synthesis

Sanuwani Dayarathna, Himashi Peiris, Kh Tohidul Islam, Tien-Tsin Wong, Zhaolin Chen

CytoSAE: Interpretable Cell Embeddings for Hematology

Muhammed Furkan Dasdelen, Hyesu Lim, Michele Buck, Katharina S. Götze, Carsten Marr

Cycle Context Verification for In-Context Medical Image Segmentation

Shishuai Hu, Zehui Liao, Liangli Zhen, Huazhu Fu, Yong Xia

CXR-TFT: Multi-Modal Temporal Fusion Transformer for Predicting Chest X-ray Trajectories

Mehak Arora, Ayman Ali, Kaiyuan Wu, Carolyn Davis, Takashi Shimazui

CXR-CML: Improved zero-shot classification of long-tailed multi-label diseases in Chest X-Rays

Rajesh Madhipati, Sheethal Bhat, Lukas Buess, Andreas Maier

CurConMix: A Curriculum Contrastive Learning Framework for Enhancing Surgical Action Triplet Recognition

Yongjun Jeon, Jongmin Shin, Seonmin Park, Bogeun Kim, Kanggil Park

CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs

Haoyang Su, Shaohao Rui, Jinyi Xiang, Lianming Wu, Xiaosong Wang

CT-Based Hippocampus Segmentation with Dual-Decoder Network (HDD-Net)

Wonjun Son, Ji Young Lee, Sung Jun Ahn, Hyunyeol Lee

CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning

Jie Zhang, Mengya Xu, Yiwei Wang, Qi Dou

CSAL-3D: Cold-start Active Learning for 3D Medical Image Segmentation via SSL-driven Uncertainty-Reinforced Diversity Sampling

Ning Zhu, Ping Ye, Lanfeng Zhong, Qiang Yue, Shaoting Zhang

CS²C: Collaborative Spatial and Spectral Neural Clustering for Organelle Segmentation from Volumetric Electron Microscopy

Jimao Jiang, Yuru Pei

Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction

Jixiang Chen, Yiqun Lin, Yi Qin, Hualiang Wang, Xiaomeng Li

Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy

Balint Kovacs, Goran Stanic, Fabian Weykamp, Florian Ebert, Dimitrios Bounias

Cross-Modality Masked Learning for Survival Prediction in ICI Treated NSCLC Patients

Qilong Xing, Zikai Song, Bingxin Gong, Lian Yang, Junqing Yu

Cross-Modal Graph Learning for Perivascular Spaces Segmentation

Tao Chen, Dan Zhang, Xi Long, Marcel Breeuwer, Sveta Zinger

Cross-Modal CXR-CTPA Knowledge Distillation using latent diffusion priors towards CXR Pulmonary Embolism Diagnosis

Noa Cahan, Meshi Sizikov, Hayit Greenspan

Cross-Modal Contrastive Learning for Emotion Recognition: Aligning ECG with EEG-Derived Features

Yi Wu, Yuhang Chen, Jiahao Cui, Jiaji Liu, Lin Liang

Cross-Modal Brain Graph Transformer via Function-Structure Connectivity Network for Brain Disease Diagnosis

Jingxi Feng, Heming Xu, Junhao Cai, Yujie Chang, Dong Zhang

Cost-effective Active Learning for Nucleus Detection Using Crowdsourced Annotations with Dynamic Weighting Adjustment

Jiao Tang, Yuankun Zu, Qi Zhu, Peng Wan, Daoqiang Zhang

Co-Seg: Mutual Prompt-Guided Collaborative Learning for Tissue and Nuclei Segmentation

Qing Xu, Wenting Duan, Zhen Chen

CortexGen: A Geometric Generative Framework for Realistic Cortical Surface Generation Using Latent Flow Matching

Yuanzhuo Zhu, Kehan Li, Jianhua Ma, Chunfeng Lian, Fan Wang

Coronary Artery Calcification segmentation by using cross-frequency conditioner and geometric priors Learning

Weili Jiang, Yiming Li, Gadeng Luosang, Gang Peng, Yong Peng

Core-Periphery Principle Guided State Space Model for Functional Connectome Classification

Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao

CoPA: Hierarchical Concept Prompting and Aggregating Network for Explainable Diagnosis

Yiheng Dong, Yi Lin, Xin Yang

Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model

Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge

Controllable latent diffusion model to evaluate the performance of cardiac segmentation methods

Romain Deleat-besson, Celia Goujat, Olivier Bernard, Pierre Croisille, Magalie Viallon

Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection

Yihuang Hu, Qi Chen, Linbo Liao, Weiping Lin, Huisi Wu

Controllable Flow Matching for 3D Contrast-Enhanced Brain MRI Synthesis from Non-Contrast Scans

Heng Chang, Yu Shang, Haifeng Wang, Yuxia Liang, Haoyu Wang

Contrastive Masked Video Modeling for Coronary Angiography Diagnosis

Zhiming Shao, Yingqian Zhang, Zechen Wei, Yong Ge, Chen Wang

Contrastive Knowledge-Guided Large Language Models for Medical Report Generation

Yuyang Sha, Hongxin Pan, Weiyu Meng, Kefeng Li

Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG Denoising

Yue Zhang, Chenyu Zhao, Wen Zhang, Jinliang Wang, Jun Guo

Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method

Daniel Scholz, Ayhan Can Erdur, Robbie Holland, Viktoria Ehm, Jan C. Peeken

Contrast Flow Pattern and Cross-Phase Specificity-Aware Diffusion Model for NCCT-to-Multiphase CECT Synthesis

Kaiyi Zheng, Mu Huang, Xinming Li, Jianhua Ma, Qianjin Feng

Contour Makes It Stronger: Cross-Domain Cephalometric Landmark Detection Based on Contour Priors

Xinyue Liang, Runnan Chen, Guangshun Wei, Shaojie Zhuang, Yuanfeng Zhou

Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities

Yuang Yao, Ruiqi Wu, Yi Zhou, Tao Zhou

ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation

Xi Chen, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaiane

Conservative-Radical Complementary Learning for Class-incremental Medical Image Analysis with Pre-trained Foundation Models

Xinyao Wu, Zhe Xu, Donghuan Lu, Jinghan Sun, Hong Liu

Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography

Jacopo Teneggi, J. Webster Stayman, Jeremias Sulam

Conformal Prediction for Image Segmentation Using Morphological Prediction Sets

Luca Mossina, Corentin Friedrich

Conformal forecasting for surgical instrument trajectory

Sara Sangalli, Gary Sarwin, Ertunc Erdil, Carlo Serra, Alessandro Carretta

Configurable Platform for Biomedical Literature Mining via Multimodal-Driven Extraction

Xinpan Yuan, Bozhao Li, Guihu Zhao, Yueming Wang, Liujie Hua

Confidence in Angle Predictions for Clinical Decision Support

Allison Clement, James Willoughby, Irina Voiculescu

Confidence Calibration for Multimodal LLMs: An Empirical Study through Medical VQA

Yuetian Du, Yucheng Wang, Ming Kong, Tian Liang, Qiang Long

Conditional Latent Diffusion Models for Irregularly Spaced Longitudinal Radiological Data

Nabil Mouadden, Othmane Laousy, Rafael Marini, Valentin Ong, Marie-Pierre Revel

Conditional Graph Diffusion with Topological Constraints for Brain Network Generation

Joonhyuk Park, Donghyun Lee, Guorong Wu, Won Hwa Kim

Concept-induced Graph Perception Model for Interpretable Diagnosis

lei zhao, Changjian Chen, Bin Pu, Xiaoming Qi, Fengfeng Peng

Compact Training-free NAS with Alternating Evolution Game for Medical Image Segmentation

Xiaoxue Sun, Hongpeng Wang, Pei-Cheng Song

Collateral Circulation guided Multi-modality Fusion Network for Postoperative Infarct Prediction

Yichen Guo, Xinyi Zhao, Lisong Dai, Heming Dong, Lai Jiang

CoCa-CXR: Contrastive Captioners Learn Strong Temporal Structures for Chest X-Ray Vision-Language Understanding

Yixiong Chen, Shawn Xu, Andrew Sellergren, Yossi Matias, Avinatan Hassidim

CoC: Chain-of-Cancer based on Cross-Modal Autoregressive Traction for Survival Prediction

Haipeng Zhou, Sicheng Yang, Sihan Yang, Jing Qin, Lei Chen

Coarse-to-Fine Medical Image Translation by Incorporating Deterministic Guidance and Probabilistic Refinement

Hongnian Tian, Tianxu Lv, Jiansong Fan, Delin Pan, Lihua Li

C-NCA: Chained Neural Cellular Automata for Fast and Accurate Thermal Ablation Estimation

Jonas Mehtali, Juan Manuel Verde, Caroline Essert

ClipGS: Clippable Gaussian Splatting for Interactive Cinematic Visualization of Volumetric Medical Data

Chengkun Li, Yuqi Tong, Kai Chen, Zhenya Yang, Ruiyang Li

CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-View Digital Subtraction Angiography

Qihang Xie, Dan Zhang, Mengting Liu, Jianwei Zhang, Ruisheng Su

Clinically-guided Data Synthesis for Laryngeal Lesion Detection

Chiara Baldini, Kaisar Kushibar, Richard Osuala, Simone Balocco, Oliver Diaz

Clinical Validation of Deep Learning for Real-Time Tissue Oxygenation Estimation Using Spectral Imaging

Jens De Winne, Siri Willems, Siri Luthman, Danilo Babin, Hiep Luong

Clinical Prior-Guided Tumor Generation for Breast Ultrasound with Cross Domain Adaptation

Haoyu Pan, Junyang Mo, Hongxin Lin, Chu Zhang, Zijian Wu

Clinical Prior Guided Cross-Modal Hierarchical Fusion for Histological Subtyping of Lung Cancer in CT Scans

Chenchen Fan, Ahmed Elazab, Songqi Zhang, Yuxuan Wang, Qinghua Liang

Clinical Data-Driven Retrieval-Augmented Model for Lung Nodule Malignancy Prediction

Ruibo Hou, Shurong Chai, Rahul Kumar Jain, Yinhao Li, Jiaqing Liu

ClinGRAD: Clinically-Guided Genomics and Radiomics Interpretable GNN for Dementia Diagnosis

Salma Hassan, Mostafa Salem, Vijay Ram Kumar Papineni, Ayman Elsayed, Mohammad Yaqub

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis

Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma

Class-Conditioned Image Synthesis with Diffusion for Imbalanced Diabetic Retinopathy Grading

Haochen Zhang, Anna Heinke, Ines D. Nagel, Dirk-Uwe G. Bartsch, William R. Freeman

CholecMamba: A Mamba-based Multimodal Reasoning Model for Cholecystectomy Surgery

Zipei Wang, Sitian Pan, Mengjie Fang, Ruofan Zhang, Jie Tian

CF-Seg: Counterfactuals meet Segmentation

Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia, Mélanie Roschewitz, Ainkaran Santhirasekaram

Cervical-RG: Automated Cervical Cancer Report Generation from 3D Multi-sequence MRI via CoT-guided Hierarchical Experts

Hanwen Zhang, Yu Long, Yimeng Fan, Yu Wang, Zhaoyi Zhan

Cerebrovascular Diseases Screening from Color Fundus Photography via Cross-View Fusion and Graph-Based Discrimination

Congyu Tian, Shihao Zou, Xiangyun Liao, Cheng Chen, Chubin Ou

CENet: Context Enhancement Network for Medical Image Segmentation

Afshin Bozorgpour, Sina Ghorbani Kolahi, Reza Azad, Ilker Hacihaliloglu, Dorit Merhof

CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer

Rüveyda Yilmaz, Zhu Chen, Yuli Wu, Johannes Stegmaier

CD-PolypNet: Cross-Domain Polyp Segmentation Network with Internal Feature Distillation and Dual-Stream Boundary Focus via Large Vision Model

Changpeng Yue, Jianxiang Zhao, Chao Wang, Xinglun Zhao, Axiu Mao

CBrain: Cross-Modal Learning for Brain Vigilance Detection in Resting-State fMRI

Chang Li, Yamin Li, Haatef Pourmotabbed, Shengchao Zhang, Jorge A. Salas

Causality-Inspired Graph Neural Network for Interpretable Strabismus Subtype Classification

Jiawen Zheng, Li Luo, Jiafan Zhuang, Peiwei Wei, Lihao Zhong

Causality-driven Spatio-temporal Generator for Multi-phase Contrast-enhanced CT Synthesis

Qikui Zhu, Hao Wu, Yanyan Zhang, Shuo Li

CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation

Dianrong Du, Hengfei Cui, Jiatong Li, Fan Zheng, Yong Xia

CATVis: Context-Aware Thought Visualization

Tariq Mehmood, Hamza Ahmad, Muhammad Haroon Shakeel, Murtaza Taj

CAT-SG: A Large Dynamic Scene Graph Dataset for Fine-Grained Understanding of Cataract Surgery

Felix Holm, Gözde Ünver, Ghazal Ghazaei, Nassir Navab

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics

Siyeop Yoon, Sifan Song, Pengfei Jin, Matthew Tivnan, Yujin Oh

CA-SAM2: SAM2-based Context-Aware Network with Auto-Prompting for Nuclei Instance Segmentation

Hanbin Huang, Hongliang He, Liying Xu, Xudong Zhu, Siwei Feng

CARE-VL: A Domain-Specialized Vision-Language Model for Early ASD Screening

Cheol-Hwan Yoo, Jang-Hee Yoo, Jaeyoon Jang

CardioInterp: Generative Modeling for Cardiovascular OCT Interpolation with Anatomical Continuity and Fidelity

Linyuan Li, Bing Yang, Minqing Zhang, Mengxian He, Wu Yuan

CardiacFlow: 3D+t Four-Chamber Cardiac Shape Completion and Generation via Flow Matching

Qiang Ma, Qingjie Meng, Mengyun Qiao, Paul M. Matthews, Declan P. O’Regan