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ORCID28th MICCAI 2025: Daejeon, South Korea - Part VI
- James C. Gee
, Daniel C. Alexander, Jaesung Hong, Juan Eugenio Iglesias, Carole H. Sudre, Archana Venkataraman, Polina Golland, Jong Hyo Kim, Jinah Park:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2025 - 28th International Conference, Daejeon, South Korea, September 23-27, 2025, Proceedings, Part VI. Lecture Notes in Computer Science 15965, Springer 2026, ISBN 978-3-032-04977-3
Datasets and Methods for Image Quality Enhancement
- Jin Yang, Xiaobing Yu, Peijie Qiu, Daniel S. Marcus, Aristeidis Sotiras:
Active Source-Free Cross-Domain and Cross-Modality Adaptation for Volumetric Medical Image Segmentation by Image Sensitivity and Organ Heterogeneity Sampling. 3-12 - Chenlang Yi, Zizhan Xiong, Qi Qi, Xiyuan Wei, Girish Bathla, Ching-Long Lin, Bobak J. Mortazavi, Tianbao Yang:
AdFair-CLIP: Adversarial Fair Contrastive Language-Image Pre-training for Chest X-Rays. 13-23 - Jiaxin Zhuang, Linshan Wu, Xuefeng Ni, Xi Wang, Liansheng Wang, Hao Chen:
Bio2Vol: Adapting 2D Biomedical Foundation Models for Volumetric Medical Image Segmentation. 24-34 - Yanyan Huang, Wanli Zhang, Peixiang Huang, Yu Fu, Ruimeng Yang, Lequan Yu:
Bridging Radiological Images and Factors with Vision-Language Model for Accurate Diagnosis of Proliferative Hepatocellular Carcinoma. 35-45 - Dianrong Du, Hengfei Cui, Jiatong Li, Fan Zheng, Yong Xia:
CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation. 46-56 - Haoyu Pan, Junyang Mo, Hongxin Lin, Chu Zhang, Zijian Wu, Yi Wang, Qingqing Zheng:
Clinical Prior-Guided Tumor Generation for Breast Ultrasound with Cross Domain Adaptation. 57-67 - Qihang Xie, Dan Zhang, Mengting Liu, Jianwei Zhang, Ruisheng Su, Caifeng Shan, Jiong Zhang:
CLIP-DSA: Textual Knowledge-Guided Cerebrovascular Diseases Recognition in Multi-view Digital Subtraction Angiography. 68-77 - Yixiong Chen, Shawn Xu, Andrew Sellergren, Yossi Matias, Avinatan Hassidim, Shravya Shetty, Daniel Golden, Alan L. Yuille, Lin Yang:
CoCa-CXR: Contrastive Captioners Learn Strong Temporal Structures for Chest X-Ray Vision-Language Understanding. 78-88 - Yuetian Du, Yucheng Wang, Ming Kong, Tian Liang, Qiang Long, Bingdi Chen, Qiang Zhu:
Confidence Calibration for Multimodal LLMs: An Empirical Study Through Medical VQA. 89-99 - Daniel Scholz, Ayhan Can Erdur, Robbie Holland, Viktoria Ehm, Jan C. Peeken, Benedikt Wiestler, Daniel Rueckert:
Contrastive Anatomy-Contrast Disentanglement: A Domain-General MRI Harmonization Method. 100-110 - Yuyang Sha, Hongxin Pan, Weiyu Meng, Kefeng Li:
Contrastive Knowledge-Guided Large Language Models for Medical Report Generation. 111-120 - Balint Kovacs, Goran Stanic, Fabian Weykamp, Florian Ebert, Dimitrios Bounias, Bouchra Tawk, Martin Niklas, Jakob Liermann, Oliver Jäkel, Klaus H. Maier-Hein, Ralf Floca, Kristina Giske:
Cross-Modality Supervised Prostate Segmentation on CBCT for Adaptive Radiotherapy. 121-130 - Yijing Zhou, Yadong Lu, Qingli Li, Xinxing Li, Yan Wang:
Deep Association Multimodal Learning for Zero-Shot Spatial Transcriptomics Prediction. 131-140 - Boyi Xiao, Jianghao Wu, Lanfeng Zhong, Xiaoguang Zou, Yuanquan Wu, Guotai Wang, Shaoting Zhang:
DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs. 141-151 - Tianzhong Lan, Nan Chen, Zhang Yi, Xiuyuan Xu, Min Zhu:
Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba. 152-162 - Xinglong Liang, Jiaju Huang, Luyi Han, Tianyu Zhang, Xin Wang, Yuan Gao, Chunyao Lu, Lishan Cai, Tao Tan, Ritse Mann:
DpDNet: An Dual-Prompt-Driven Network for Universal PET-CT Segmentation. 163-172 - Jie Lin, Hengyi Jiang, Hong Liu, Liansheng Wang:
DSFC: Deformation-Aware Learning Strategy via Self-sustaining Feedback Cycle for Medical Vision Foundation Model Domain Adaptation. 173-182 - Yu Chen, Hailing Wang, Chunwei Wu, Guitao Cao:
Dual Knowledge-Aware Guidance for Source-Free Domain Adaptive Fundus Image Segmentation. 183-193 - Xingyu Wan, Qiaoying Teng, Jun Chen, Yonghan Lu, Deqi Yuan, Zhe Liu:
Eliminating Language Bias for Medical Visual Question Answering with Counterfactual Contrastive Training. 194-204 - Sheethal Bhat, Bogdan Georgescu, Adarsh Bhandary Panambur, Mathias Zinnen, Tri-Thien Nguyen, Awais Mansoor, Karim Khalifa Elbarbary, Siming Bayer, Florin-Cristian Ghesu, Sasa Grbic, Andreas K. Maier:
Exemplar Med-DETR: Toward Generalized and Robust Lesion Detection in Mammogram Images and Beyond. 205-215 - Shuting Xu, Junlin Hou, Hao Chen:
Explain Any Pathological Concept: Discovering Hierarchical Explanations for Pathology Foundation Models. 216-225 - Qingjie Zeng, Huan Luo, Xinke Ma, Zilin Lu, Yang Hu, Yong Xia:
Exploring Text-Enhanced Mixture-of-Experts for Semi-supervised Medical Image Segmentation with Composite Data. 226-236 - Mohammed Baharoon, Jun Ma, Congyu Fang, Augustin Toma, Bo Wang:
Exploring the Design Space of 3D MLLMs for CT Report Generation. 237-246 - Vasilis Siomos, Jonathan Passerat-Palmbach, Giacomo Tarroni:
FedCLAM: Client Adaptive Momentum with Foreground Intensity Matching for Federated Medical Image Segmentation. 247-257 - Son T. Ly, Hien Van Nguyen:
Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging. 258-267 - Abdullah Hosseini, Ahmed Ibrahim, Ahmed Serag:
From Slices to Volumes: Multi-scale Fusion of 2D and 3D Features for CT Scan Report Generation. 268-277 - Qijie Wei, Kaiheng Qian, Xirong Li:
FunBench: Benchmarking Fundus Reading Skills of MLLMs. 278-288 - Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Yinghuan Shi:
Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations. 289-298 - Yuexi Du, Lihui Chen, Nicha C. Dvornek:
Geometry-Guided Local Alignment for Multi-view Visual Language Pre-training in Mammography. 299-310 - Yulong Liu, Wenqing Ye, Hui Liu, Ziyi Chen, Peilin Li, Ronald X. Xu, Mingzhai Sun:
HARP: Harmonization and Adaptive Refinement of Pseudo-labels for Cross-Domain Medical Image Segmentation. 311-321 - Zihao Peng, Susu Kang, Xuping Huang, Xucheng Xiang, Gengyu He, Tianzhu Liu, Wei Mei, Shan Tan:
HA-SAM: Hierarchically Adapting SAM for Nerve Segmentation in Ultrasound Images. 322-331 - Jingsong Liu, Han Li, Chen Yang, Michael Deutges, Ario Sadafi, Xin You, Katharina Breininger, Nassir Navab, Peter J. Schüffler:
HASD: Hierarchical Adaption for Pathology Slide-Level Domain-Shift. 332-342 - Ling Zhang, Boxiang Yun, Qingli Li, Yan Wang:
Historical Report Guided Bi-modal Concurrent Learning for Pathology Report Generation. 343-352 - Shuaipeng Ding, Mengnan Fan, Mingyong Li, Chao Wang:
ITAdaptor: Image-Tag Adapter Framework with Knowledge Enhancement for Radiology Report Generation. 353-362 - Lars Doorenbos, Raphael Sznitman, Pablo Márquez-Neila:
Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection. 363-372 - Duy Khoa Pham, Deval Mehta, Yiwen Jiang, Daniel Thom, Richard Shek-kwan Chang, Mohammad Nazem-Zadeh, Emma Foster, Timothy Fazio, Sarah Holper, Karin Verspoor, Jiahe Liu, Duong Nhu, Sarah Barnard, Terence J. O'Brien, Zhibin Chen, Jacqueline French, Patrick Kwan, Zongyuan Ge:
Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation. 373-383 - Qilin Huang, Tianyu Lin, Zhiguang Chen, Fudan Zheng:
LEAF: Latent Diffusion with Efficient Encoder Distillation for Aligned Features in Medical Image Segmentation. 384-393 - Ziquan Zhu, Si-Yuan Lu, Tianjin Huang, Lu Liu, Zhe Liu:
LKA: Large Kernel Adapter for Enhanced Medical Image Classification. 394-404 - Jiao Tang, Bo Qian, Peng Wan, Wei Shao, Daoqiang Zhang:
LTSE: Language-Guided Tissue Referring Segmentation in Pathology Images with Adaptive Expert Mixture. 405-415 - Mahshid Shiri, Cigdem Beyan, Vittorio Murino:
MadCLIP: Few-Shot Medical Anomaly Detection with CLIP. 416-426 - Ankit Das, Chandan Gautam, Pritee Agrawal, Feng Yang, Yong Liu, Ramasamy Savitha:
MedGCD: Generalized Category Discovery in Medical Imaging. 427-437 - Yitao Zhu, Yuan Yin, Jiaming Li, Mengjie Xu, Zihao Zhao, Honglin Xiong, Sheng Wang, Qian Wang:
Med-LEGO: Editing and Adapting Toward Generalist Medical Image Diagnosis. 438-447 - Lotfi Abdelkrim Mecharbat, Ibrahim Almakky, Martin Takác, Mohammad Yaqub:
MedNNS: Supernet-Based Medical Task-Adaptive Neural Network Search. 448-458 - Mai A. Shaaban, Tausifa Jan Saleem, Vijay Ram Papineni, Mohammad Yaqub:
MOTOR: Multimodal Optimal Transport via Grounded Retrieval in Medical Visual Question Answering. 459-469 - Daniele Falcetta, Hava Chaptoukaev, Francesco Galati, Maria A. Zuluaga:
One-Shot Active Learning for Vessel Segmentation. 470-480 - Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang:
OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. 481-490 - Shenghao Chen, Zhen Huang, Xiaoqian Zhou, Han Li, Chunjiang Wang, Shaohua Kevin Zhou:
PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation. 491-501 - Ruben T. Lucassen, Sander P. J. Moonemans, Tijn van de Luijtgaarden, Gerben E. Breimer, Willeke A. M. Blokx, Mitko Veta:
Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions. 502-511 - Jiabao Chen, Shan Xiong, Jialin Peng:
Prompt-DAS: Annotation-Efficient Prompt Learning for Domain Adaptive Semantic Segmentation of Electron Microscopy Images. 512-521 - Fengchun Liu, Linghan Cai, Zhikang Wang, Zhiyuan Fan, Jin-gang Yu, Hao Chen, Yongbing Zhang:
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction. 522-532 - Raffaele Mineo, Gaia Caligiore, Federica Proietto Salanitri, Isaak Kavasidis, Senya Polikovsky, Sabina Fontana, Egidio Ragonese, Concetto Spampinato, Simone Palazzo:
Radar-Based Imaging for Sign Language Recognition in Medical Communication. 533-543 - Jiushen Cai, Weihang Zhang, Hanruo Liu, Ningli Wang, Huiqi Li:
RetSTA: An LLM-Based Approach for Standardizing Clinical Fundus Image Reports. 544-553 - Boqi Chen, Cédric Vincent-Cuaz, Lydia A. Schoenpflug, Manuel Madeira, Lisa Fournier, Vaishnavi Subramanian, Sonali Andani, Samuel Ruipérez-Campillo, Julia E. Vogt, Raphaëlle Luisier, Dorina Thanou, Viktor H. Koelzer, Pascal Frossard, Gabriele Campanella, Gunnar Rätsch:
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology. 554-564 - Arthur Pignet, John Klein, Geneviève Robin, Antoine Olivier:
Robust Sensitivity Control in Digital Pathology via Tile Score Distribution Matching. 565-574 - Xihe Qiu, Chen Zhan, Gengchen Ma, Jingjing Huang, Xiaoyu Tan:
Robust Sleep Stage Prediction from Electroencephalogram with Label Noise Using Multimodal Large Language Models. 575-585 - Yujie Wang, Juntao Huang, Dazhu Liang, Fangzhou Liao, Jie Chen, Boan Chen:
SAM2-ProMem: Enhancing Zero-Shot 3D Segmentation with Stochastic Propagation and Memory Search. 586-595 - Nurjahan Sultana, Wenqi Lu, Xinqi Fan, Moi Hoon Yap:
Selective Alignment Transfer for Domain Adaptation in Skin Lesion Analysis. 596-606 - Baochang Zhang, Chen Jia, Shuting Liu, Heribert Schunkert, Nassir Navab:
Semantic-Aware Chest X-ray Report Generation with Domain-Specific Lexicon and Diversity-Controlled Retrieval. 607-616 - Smriti Joshi, Richard Osuala, Lidia Garrucho, Kaisar Kushibar, Dimitri A. Kessler, Oliver Díaz, Karim Lekadir:
Single Image Test-Time Adaptation via Multi-View Co-Training. 617-627 - Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang:
TEGDA: Test-Time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation. 628-637 - Xiaoyu Shi, Rahul Kumar Jain, Yinhao Li, Ruibo Hou, Jingliang Cheng, Jie Bai, Guohua Zhao, Lanfen Lin, Rui Xu, Yen-Wei Chen:
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration. 638-648 - Haiqing Li, Yuzhi Guo, Feng Jiang, Thao M. Dang, Hehuan Ma, Qifeng Zhou, Jean Gao, Junzhou Huang:
Text-Guided Multi-instance Learning for Scoliosis Screening via Gait Video Analysis. 649-659 - Yixuan Lin, Weiping Lin, Chenxu Guo, Xinxin Yang, Hongxue Meng, Liansheng Wang:
Tumor Microenvironment-Guided Fine-Tuning of Pathology Foundation Models for Esophageal Squamous Cell Carcinoma Immunotherapy Response Prediction. 660-669 - Cuong M. Pham, Phi Le Nguyen, Thanh Trung Nguyen, Vu Minh Hieu Phan, Binh P. Nguyen:
Unleashing SAM for Few-Shot Medical Image Segmentation with Dual-Encoder and Automated Prompting. 670-680 - Anjie Le, Jin Zheng, Tan Gong, Quanlin Sun, Jonathan R. Weir-McCall, Declan P. O'Regan, Michelle C. Williams, David E. Newby, James H. F. Rudd, Yuan Huang:
ViTAL-CT: Vision Transformers for High-Risk Plaque Classification in Coronary CTA. 681-690
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