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ORCID28th MICCAI 2025: Daejeon, South Korea - Part V
- 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 V. Lecture Notes in Computer Science 15964, Springer 2026, ISBN 978-3-032-04970-4
Graph-Based Methods in Medical Imaging
- Siyou Li, Pengyao Qin, Huanan Wu, Dong Nie, Arun J. Thirunavukarasu, Juntao Yu, Le Zhang:
μ 2 Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation. 3-12 - Zihang Huang, Tianyu Zhao, Liang Zhang, Xin Yang:
A Multi-Branch Framework for Cross-Domain Vessel Segmentation via the Few-Shot Paradigm. 13-23 - Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun:
Adapting Vision Foundation Models for Real-Time Ultrasound Image Segmentation. 24-34 - Ying Zhu, Bocheng Liang, Ningshu Li, Lei Zhao, Xi Li, Hao Li, Fengwei Yang, Bin Pu:
Anatomical Structure Few-Shot Detection Utilizing Enhanced Human Anatomy Knowledge in Ultrasound Images. 35-45 - Yao Du, Jiarong Guo, Xiaomeng Li:
CardiacCLIP: Video-Based CLIP Adaptation for LVEF Prediction in a Few-Shot Manner. 46-56 - Cheol-Hwan Yoo, Jang-Hee Yoo, Jaeyoon Jang:
CARE-VL: A Domain-Specialized Vision-Language Model for Early ASD Screening. 57-66 - Rüveyda Yilmaz, Zhu Chen, Yuli Wu, Johannes Stegmaier:
CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer. 67-77 - Hanwen Zhang, Yu Long, Yimeng Fan, Yu Wang, Zhaoyi Zhan, Sen Wang, Yuncheng Jiang, Rui Sun, Zheng Xing, Zhen Li, Xiaohui Duan, Weibing Zhao:
Cervical-RG: Automated Cervical Cancer Report Generation from 3D Multi-sequence MRI via CoT-Guided Hierarchical Experts. 78-88 - Xinpan Yuan, Bozhao Li, Guihu Zhao, Yueming Wang, Liujie Hua, Junhua Kuang, Jianguo Chen, Shaomin Xie, Gan Li:
Configurable Platform for Biomedical Literature Mining via Multimodal-Driven Extraction. 89-99 - Xi Chen, Zhiqiang Shen, Peng Cao, Jinzhu Yang, Osmar R. Zaïane:
ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation. 100-110 - Yuang Yao, Ruiqi Wu, Yi Zhou, Tao Zhou:
Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities. 111-121 - Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Shaoxin Li, Xian Wu, Yefeng Zheng, Feiyue Huang:
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM. 122-132 - Lie Ju, Sijin Zhou, Yukun Zhou, Huimin Lu, Zhuoting Zhu, Pearse A. Keane, Zongyuan Ge:
Delving Into Out-of-Distribution Detection with Medical Vision-Language Models. 133-143 - Xinyu Deng, Vesna Miletic, Elvis Trinh, Jinlong Gao, Chang Xu, Daochang Liu:
DentEval: Fine-tuning-Free Expert-Aligned Assessment in Dental Education via LLM Agents. 144-153 - Xinyu Li, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song, Deqiang Xiao, Jian Yang:
DetectDiffuse: Aggregation- and Attention-Driven Universal Lesion Detection with Multi-scale Diffusion Model. 154-164 - Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo:
Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model. 165-174 - Yuan Gao, Sangwook Kim, Chris McIntosh:
EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks. 175-185 - Peiran Wang, Linjie Tong, Jian Wu, Jiaxiang Liu, Zuozhu Liu:
Fair-MoE: Medical Fairness-Oriented Mixture of Experts in Vision-Language Models. 186-196 - Anbang Wang, Marawan Elbatel, Keyuan Liu, Lizhuo Lin, Meng Lan, Yanqi Yang, Xiaomeng Li:
Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model. 197-207 - Jie Yan, Xiaoyuan Guan, Weishi Zheng, Hao Chen, Ruixuan Wang:
Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection. 208-218 - Zixuan Liu, Aaron Honjaya, Yuekai Xu, Yi Zhang, Hefu Pan, Xin Wang, Linda G. Shapiro, Sheng Wang, Ruikang K. Wang:
GrInAdapt: Source-Free Multi-target Domain Adaptation for Retinal Vessel Segmentation. 219-229 - Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang:
Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection. 230-239 - Jiaqi Cui, Lu Wen, Yuchen Fei, Bo Liu, Luping Zhou, Dinggang Shen, Yan Wang:
HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction. 240-250 - Doron Serebro, Tammy Riklin-Raviv:
HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis. 251-261 - Peixiang Huang, Yanyan Huang, Weiqin Zhao, Junjun He, Lequan Yu:
HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis. 262-272 - Yannian Gu, Wenhui Lei, Hanyu Chen, Shaoting Zhang, Xiaofan Zhang:
Interactive Segmentation and Report Generation for CT Images. 273-283 - Gustav Schmidt, Holger Heidrich, Philipp Berens, Sarah Müller:
Learning Disease State from Noisy Ordinal Disease Progression Labels. 284-293 - Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash:
Learning Foundation Models from Multi-organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures. 294-304 - Pedro R. A. S. Bassi, Wenxuan Li, Jieneng Chen, Zheren Zhu, Tianyu Lin, Sergio Decherchi, Andrea Cavalli, Kang Wang, Yang Yang, Alan L. Yuille, Zongwei Zhou:
Learning Segmentation from Radiology Reports. 305-315 - Ricardo Bigolin Lanfredi, Yan Zhuang, Mark Finkelstein, Praveen Thoppey Srinivasan Balamuralikrishna, Luke Krembs, Brandon Khoury, Arthi Reddy, Pritam Mukherjee, Neil M. Rofsky, Ronald M. Summers:
LEAVS: An LLM-Based Labeler for Abdominal CT Supervision. 316-326 - Wenhui Lei, Hengrui Tian, Linrui Dai, Hanyu Chen, Xiaofan Zhang:
LesionDiffusion: Towards Text-Controlled General Lesion Synthesis. 327-336 - Mingsi Liu, Xiang Li, Mengxiang Guo, Lixin Duan, Huihui Fang, Yanwu Xu:
Leveraging Diffusion Models for Continual Test-Time Adaptation in Fundus Image Classification. 337-347 - Mingyang Yu, Yaozong Gao, Yiran Shu, Yanbo Chen, Jingyu Liu, Caiwen Jiang, Kaicong Sun, Zhiming Cui, Weifang Zhang, Yiqiang Zhan, Xiang Sean Zhou, Shaonan Zhong, Xinlu Wang, Meixin Zhao, Dinggang Shen:
Location-Guided Automated Lesion Captioning in Whole-Body PET/CT Images. 348-357 - Akash Awasthi, Brandon V. Chung, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen:
MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant. 358-368 - Siyuan Yan, Xieji Li, Ming Hu, Yiwen Jiang, Zhen Yu, Zongyuan Ge:
MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment. 369-379 - Qilong Xing, Zikai Song, Youjia Zhang, Na Feng, Junqing Yu, Wei Yang:
MCA-RG: Enhancing LLMs with Medical Concept Alignment for Radiology Report Generation. 380-390 - Huihui Xu, Yuanpeng Nie, Hualiang Wang, Ying Chen, Wei Li, Junzhi Ning, Lihao Liu, Hongqiu Wang, Lei Zhu, Jiyao Liu, Xiaomeng Li, Junjun He:
MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization. 391-401 - Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng:
Medical Large Vision Language Models with Multi-image Visual Ability. 402-412 - Rongfang Wang, Jiasheng Chen, Xinlong Zhang, Jing Wang, Hui Liu, Zhiguo Zhou, Kai Wang:
MedPro-DG: Domain-Aware Masked Contrastive Prompt Learning of Institution Generalization for Outcome Prediction. 413-422 - Tianqi Xiang, Yi Li, Qixiang Zhang, Xiaomeng Li:
MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification. 423-432 - Kyobin Choo, Hyunkyung Han, Jinyeong Kim, Chanyong Yoon, Seong Jae Hwang:
Mono-Modalizing Extremely Heterogeneous Multi-modal Medical Image Registration. 433-443 - Mengze Zhang, Yali Li, HuiShu Yuan, Zhen Qian:
Multi-Tube-Voltage vBMD Measurement via Dual-Branch Frequency Balancing and Asymmetric Channel Attention. 444-454 - Teqi Hao, Xiaoyu Tan, Bin Li, Xuemin Wang, Chao Qu, Yinghui Xu, Xihe Qiu:
MVP-LLMs: Optimizing Intervention Timing and Subsequent Decision Support for Mechanical Ventilation Parameter Control Using Large Language Models. 455-464 - Zelong Liu, Huachao Zhu, Zhichao Sun, Yuda Zou, Yuliang Gu, Bo Du, Yongchao Xu:
Neighborhood-Consistent Binary Transformation for Domain-Invariant Chest X-Ray Diagnosis. 465-475 - Zhikai Wei, Chao Wu, Hanyu Du, Rui Yu, Bo Du, Yongchao Xu:
Noise-Robust Tuning of SAM for Domain Generalized Ultrasound Image Segmentation. 476-486 - Ta Duc Huy, Abin Shoby, Sen Kim Tran, Yutong Xie, Qi Chen, Phi Le Nguyen, Akshay Gole, Lingqiao Liu, Antonios Perperidis, Mark Friswell, Rebecca Linke, Andrea Glynn, Minh-Son To, Anton van den Hengel, Johan Verjans, Zhibin Liao, Minh Hieu Phan:
PedCLIP: A Vision-Language Model for Pediatric X-Rays with Mixture of Body Part Experts. 487-497 - Housheng Xie, Xiaoru Gao, Guoyan Zheng:
PromptReg: Universal Medical Image Registration via Task Prompt Learning and Domain Knowledge Transfer. 498-507 - Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie:
RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining. 508-518 - Manman Fei, Zhenrong Shen, Mengjun Liu, Zhiyun Song, Yusong Sun, Xu Han, Zelin Liu, Haotian Jiang, Lu Bai, Qian Wang, Lichi Zhang:
Refining Cervical Cell Classification with Cytological Knowledge and Optimal Attribute Descriptor Matching. 519-529 - Shengchao Chen, Ting Shu:
Restyled, Tuning, and Alignment: Taming VLMs for Federated Non-IID Medical Image Analysis. 530-540 - Ronald Fecso, José Morano, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models. 541-551 - Hong Liu, Dong Wei, Zhe Xu, Xian Wu, Yefeng Zheng, Liansheng Wang:
RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation. 552-562 - Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou:
SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training. 563-573 - Ao Ma, Qingpeng Zhu, Jingjing Li, Mads Nielsen, Xu Chen:
Source-Free Domain Adaptation for Cross-Modality Cardiac Image Segmentation with Contrastive Class Relationship Consistency. 574-583 - Chao Fan, Xibin Jia, Anqi Xiao, Hongyuan Yu, Zhenghan Yang, Dawei Yang, Hui Xu, Yan Huang, Liang Wang:
SPENet: Self-guided Prototype Enhancement Network for Few-Shot Medical Image Segmentation. 584-593 - Yufei Liu, Haoke Xiao, Jiaxing Chai, Yongcun Zhang, Rong Wang, Zijie Meng, Zhiming Luo:
SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts. 594-603 - Kaiwen Huang, Yi Zhou, Huazhu Fu, Yizhe Zhang, Chen Gong, Tao Zhou:
Text-Driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation. 604-613 - Sangwook Kim, Yuan Gao, Thomas G. Purdie, Chris McIntosh:
Treat: A Unified Text-Guided Conditioned Deep Learning Model for Generalized Radiotherapy Treatment Planning. 614-624 - Yue Zhou, Yuan Bi, Wenjuan Tong, Wei Wang, Nassir Navab, Zhongliang Jiang:
UltraAD: Fine-Grained Ultrasound Anomaly Classification via Few-Shot CLIP Adaptation. 625-635 - Hongyan Xu, Arcot Sowmya, Ian Katz, Dadong Wang:
UniMRG: Refining Medical Semantic Understanding Across Modalities via LLM-Orchestrated Synergistic Evolution. 636-646 - Caixia Dong, Duwei Dai, Xinyi Han, Fan Liu, Xu Yang, Zongfang Li, Songhua Xu:
Unleashing Vision Foundation Models for Coronary Artery Segmentation: Parallel ViT-CNN Encoding and Variational Fusion. 647-657 - Yuan Wang, Jiaxiang Liu, Shujian Gao, Bin Feng, Zhihang Tang, Xiaotang Gai, Jian Wu, Zuozhu Liu:
V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis. 658-668 - Zehui Liao, Shishuai Hu, Ke Zou, Huazhu Fu, Liangli Zhen, Yong Xia:
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering. 669-679 - Xinheng Lyu, Yuci Liang, Wenting Chen, Meidan Ding, Jiaqi Yang, Guolin Huang, Daokun Zhang, Xiangjian He, Linlin Shen:
[inline-graphic not available: see fulltext]WSI-Agents: A Collaborative Multi-agent System for Multi-modal Whole Slide Image Analysis. 680-690 - Daniel Wolf, Heiko Hillenhagen, Billurvan Taskin, Alex Bäuerle, Meinrad Beer, Michael Götz, Timo Ropinski:
Your other Left! Vision-Language Models Fail to Identify Relative Positions in Medical Images. 691-701
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