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ORCID28th MICCAI 2025: Daejeon, South Korea - Part XIII
- 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 XIII. Lecture Notes in Computer Science 15972, Springer 2026, ISBN 978-3-032-05168-4
Adapting Foundation Models for Medical Imaging: LLMs, VLMs, and Cross-Domain Generalization (I)
- Weicheng Liao, Zan Chen, Jianyang Xie, Yalin Zheng, Yuhui Ma, Yitian Zhao:
A Frequency-Aware Self-supervised Learning for Ultra-Wide-Field Image Enhancement. 3-13 - Afsah Saleem, Joshua R. Lewis, Syed Zulqarnain Gilani:
A Hybrid Contrastive Ordinal Regression Method for Advancing Disease Severity Assessment in Imbalanced Medical Datasets. 14-23 - Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy, Sajad Ashkezari, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Arash Afkanpour, Elham Dolatabadi:
Advancing Medical Representation Learning Through High-Quality Data. 24-33 - Debasmit Roy, Srinjoy Dutta, Soham Bose, Friedhelm Schwenker, Ram Sarkar:
Background-Invariant Independence-Guided Multi-head Attention Network for Skin Lesion Classification. 34-44 - Yuanye Liu, Ruoxuan Zhen, Shangqi Gao, Xinzhe Luo, Xin Gao, Qingchao Chen, Xiahai Zhuang:
BayeSMM: Robust Deep Combined Computing Tackling Heavy-Tailed Distribution in Medical Images. 45-54 - Matteo Ronchetti, Rüdiger Göbl, Vahit Bugra Yesilkaynak, Oliver Zettinig, Nassir Navab:
Beyond Shadows: Learning Physics-Inspired Ultrasound Confidence Maps from Sparse Annotations. 55-64 - Wenxuan Chen, Caiwen Jiang, Xiaolei Song, Dinggang Shen:
BME2: A Plug-and-Play Bridge-Based Module for Misalignment Estimation and Elimination in Multi-scan Image Restoration. 65-74 - Linyuan Li, Bing Yang, Minqing Zhang, Mengxian He, Wu Yuan:
CardioInterp: Generative Modeling for Cardiovascular OCT Interpolation with Anatomical Continuity and Fidelity. 75-84 - Yihuang Hu, Qi Chen, Linbo Liao, Weiping Lin, Huisi Wu, Liansheng Wang:
Controllable Image Synthesis Workflow for Enhancing Cervical Cell Detection. 85-95 - Jiao Tang, Yuankun Zu, Qi Zhu, Peng Wan, Daoqiang Zhang, Wei Shao:
Cost-Effective Active Learning for Nucleus Detection Using Crowdsourced Annotations with Dynamic Weighting Adjustment. 96-106 - Qingbo Kang, Jun Gao, Hongkai Zhao, Zhu He, Kang Li, Qicheng Lao:
D2MAE: Diffusional Deblurring MAE for Ultrasound Image Pre-training. 107-117 - Joris Fournel, Axel Bartoli, Baptiste Marchi, Arnaud Maurin, Siavash Arjomand Bigdeli, Alexis Jacquier, Aasa Feragen:
Difficulty Estimation for Image-Specific Medical Image Segmentation Quality Control. 118-127 - Han Zhang, Xiangde Luo, Yong Chen, Kang Li:
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model. 128-138 - Yikai Han, Jimao Jiang, Yuru Pei:
DiffStain: Conditioned Diffusion-Based Semantic Virtual Staining with Mask Guidance. 139-148 - Quentin Spinat, Audrey Duran, Olivier Teboul, Nikos Paragios, Nikos Komodakis:
Diffusing Boundaries: CBCT-to-CT Translation with Extended Field of View. 149-159 - Simon C. K. Chan, Lulin Shi, Bingxin Huang, Terence T. W. Wong:
Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration. 160-170 - Xuan Yang, Rui Xu, Xinchen Ye, Zhi-Hui Wang, Miao Zhang, Yi Wang, Xin Fan, Hongkai Wang, Qingxiong Yue, Xiangjian He, Yen-Wei Chen:
EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography. 171-180 - Shanshan Song, Yi Qin, Honglong Yang, Taoran Huang, Hongwen Fei, Xiaomeng Li:
EchoViewCLIP: Advancing Video Quality Control through High-performance View Recognition of Echocardiography. 181-191 - Farid Tasharofi, Fuxin Fan, Melika Qahqaie, Mareike Thies, Andreas K. Maier:
FIND-Net - Fourier-Integrated Network with Dictionary Kernels for Metal Artifact Reduction. 192-201 - Ji-Hun Oh, Kianoush Falahkheirkhah, Rohit Bhargava:
Finer Disentanglement of Aleatoric Uncertainty Can Accelerate Chemical Histopathology Imaging. 202-212 - Jinseo An, Min Jin Lee, Kyu Won Shim, Helen Hong:
From Variability To Accuracy: Conditional Bernoulli Diffusion Models with Consensus-Driven Correction for Thin Structure Segmentation. 213-221 - Yifei Sun, Zhanghao Chen, Hao Zheng, Yuqing Lu, Lixin Duan, Fenglei Fan, Ahmed Elazab, Xiang Wan, Changmiao Wang, Ruiquan Ge:
GL-LCM: Global-Local Latent Consistency Models for Fast High-Resolution Bone Suppression in Chest X-Ray Images. 222-232 - Basudha Pal, Sharif Amit Kamran, Brendon Lutnick, Molly V. Lucas, Chaitanya Parmar, Asha Patel Shah, David Apfel, Steven Fakharzadeh, Lloyd Miller, Gabriela Oana Cula, Kristopher Standish:
GRASP-PsONet: Gradient-Based Removal of Spurious Patterns for PsOriasis Severity Classification. 233-243 - Arda Atalik, Sumit Chopra, Daniel K. Sodickson:
Harnessing Side Information for Highly Accelerated MRI. 244-254 - Zhiyuan Zhu, Jian Wang, Yong Jiang, Tong Han, Yuhao Huang, Ang Zhang, Kaiwen Yang, Mingyuan Luo, Zhe Liu, Yaofei Duan, Dong Ni, Tianhong Tang, Xin Yang:
Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound. 255-264 - Tianyu Gao, Kunye Liu, Weikai Ma, Yang Gao, Xiaolin Ning:
High-Res Brain Source Imaging of MEG Using a Vector Bayesian Beamformer with Noise Learning. 265-274 - Samuel Joutard, Marijn F. Stollenga, Marcos Balle Sánchez, Mohammad Farid Azampour, Raphael Prevost:
HyperSORT: Self-organising Robust Training with Hyper-networks. 275-285 - Chenxi Yue, Huawen Hu, Qilong Yuan, Enze Shi, Jiaqi Wang, Kui Zhao, Xuhui Wang, Shu Zhang:
Improving Motor Imagery EEG Signal Quality with Dynamic Visual Cues: An Innovative Paradigm and Dataset. 286-295 - Shuailin Xue, Changmiao Wang, Xiaomao Fan, Wenwen Min:
Inferring Super-Resolved Gene Expression by Integrating Histology Images and Spatial Transcriptomics with HISTEX. 296-306 - Jingbo Zeng, Bingyao Tan, Zaiwang Gu, Shenghua Gao, Leopold Schmetterer, Jun Cheng:
Intra- and Cross-View Enhancement for OCTA Imaging. 307-317 - Tomás Chobola, Julia A. Schnabel, Tingying Peng:
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration. 318-327 - Robert Graf, Hendrik Kristian Möller, Sophie Starck, Matan Atad, Philipp Braun, Jonathan K. Stelter, Annette Peters, Lilian Krist, Stefan Willich, Henry Völzke, Robin Bülow, Tobias Pischon, Thoralf Niendorf, Johannes C. Paetzold, Dimitrios C. Karampinos, Daniel Rueckert, Jan Kirschke:
MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI. 328-338 - Siyi Xun, Yue Sun, Jingkun Chen, Zitong Yu, Tong Tong, Xiaohong Liu, Mingxiang Wu, Tao Tan:
MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment. 339-349 - Haoran Yang, Jiansong Fan, Lihua Li, Xiang Pan:
Meta-learning-Driven CT Morphology Disentangled Diffusion Model for Multi-region SPECT Attenuation Correction. 350-359 - Haoshen Li, Yirui Wang, Qinji Yu, Jie Zhu, Ke Yan, Dazhou Guo, Le Lu, Bin Dong, Li Zhang, Xianghua Ye, Qifeng Wang, Dakai Jin:
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-Guided Supervision and Station-Aware Mixture-of-Experts. 360-370 - Pushpak Pati, Hsiu-Chi Cheng, Steffen Jaensch, Walid M. Abdelmoula, Krishna Chaitanya, Michiel Van Dyck, Tomé Albuquerque, Samantha Allen, Litao Zhang, Tommaso Mansi, Rui Liao, Zhoubing Xu:
MoMIL: Mixture of Multi-instance Learners for Modeling Multiple Compound Activities in High Content Imaging. 371-381 - Hongshuo Li, Ankai Dong, Tiande Zhang, Shijia Zhou, Yalin Zheng, Lei Mou, Yitian Zhao:
MorphoBoost: Morphology-Driven Boundary Enhancement Model for Accurate Segmentation of Langerhans Cells in Corneal Confocal Microscopy Images. 382-391 - Jiazhen Wang, Heran Yang, Yizhe Yang, Jian Sun:
MRI Motion Artifact Correction via Frequency-Assisted Artifact Disentanglement and Confidence-Guided Knowledge Distillation. 392-401 - Siqiao Li, Chen Hui, Wei Zhang, Rui Liang, Chenyue Song, Feng Jiang, Haiqi Zhu, Zhixuan Li, Hong Huang, Xiang Li:
MS-IQA: A Multi-scale Feature Fusion Network for PET/CT Image Quality Assessment. 402-412 - Aocheng Zhong, Haolin Huang, Jing Wang, Zhenrong Shen, Haiyu Song, Junlei Wu, Yuhua Zhu, Yang Liu, Chuantao Zuo, Qian Wang:
Multi-tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-Adaptive Routing. 413-422 - Linqian Fan, Mengshi Zhang, Yonghao Wang, Wenkai Lu, Hongxia Yin:
Noisy Label Refinement Based on Discrete Diffusion Process in 3D Ossicle Segmentation. 423-432 - Maqsudur Rahman, Jun Zhuang:
NQNN: Noise-Aware Quantum Neural Networks for Medical Image Classification. 433-442 - Jiaolong Qin, Weihong Dong, Huangjing Ni, Zhijian Yao, Qing Lu, Ye Wu:
Path Signature Features Revealed SSRI-Induced White Matter Morphological Reorganization in Depressions. 443-453 - Chunlin Zhong, Shuang Hao, Junhua Wu, Xiaona Chang, Jiwei Jiang, Xiu Nie, He Tang, Xiang Bai:
PathVG: A New Benchmark and Dataset for Pathology Visual Grounding. 454-463 - Zirui Zhou, Zizhao Peng, Dongyang Jin, Chao Fan, Fengwei An, Shiqi Yu:
Pose as Clinical Prior: Learning Dual Representations for Scoliosis Screening. 464-474 - Zhenhuan Zhou, Yuchen Zhang, Ruihong Xu, Xuansen Zhao, Tao Li:
PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development. 475-484 - Axel Masquelin, Raúl San José Estépar:
Pretraining on Chronic Lung Inflammatory Disease Datasets to Enhance Indeterminant Lung Cancer Classification Using Masked Autoencoders. 485-495 - Yan Kong, Zhixiang Peng, Yuan Yin, Yonghao Li, Jiangdong Cai, Sheng Wang, Qian Wang, Yuqi Fang, Caifeng Shan:
Query-Level Alignment for End-to-End Lesion Detection with Human Gaze. 496-506 - Litingyu Wang, Ping Ye, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang:
ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation. 507-517 - Yuqing Li, Qingshan Hou, Peng Cao, Jianguo Ju, Tianqi Wang, Meng Wang, Ke Zou, Yih Chung Tham, Huazhu Fu, Osmar R. Zaïane:
RIFNet: Bridging Modalities for Accurate and Detailed Ocular Disease Analysis. 518-528 - Aida Moafi, Danial Moafi, Evgeny M. Mirkes, Gerry P. McCann, Abbas S. Alatrany, Jayanth Ranjit Arnold, Mostafa Mehdipour-Ghazi:
Robust Deep Learning for Myocardial Scar Segmentation in Cardiac MRI with Noisy Labels. 529-539 - Zhiling Yan, Sifan Song, Dingjie Song, Yiwei Li, Rong Zhou, Weixiang Sun, Zhennong Chen, Sekeun Kim, Hui Ren, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun:
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. 540-550 - Rotem Benisty, Yevgenia Shteynman, Moshe Porat, Anat Ilivitzki, Moti Freiman:
SIMPLE: Simultaneous Multi-plane Self-supervised Learning for Isotropic MRI Restoration from Anisotropic Data. 551-561 - Dong Liang, Xingyu Qiu, Yuzhen Li, Wei Wang, Kuanquan Wang, Suyu Dong, Gongning Luo:
Structure and Smoothness Constrained Dual Networks for MR Bias Field Correction. 562-572 - Han Huang, Weiyi Chen, Qiuxia Wu, Huanjun Wang, Qian Cai, Yan Guo:
T2WI-BCMIC: Non-Fat Saturated T2-Weighted Imaging Dataset for Bladder Cancer Muscle Invasion Classification. 573-583 - Yoonseok Choi, Sunyoung Jung, Mohammed A. Al-masni, Ming-Hsuan Yang, Dong-Hyun Kim:
TESLA: Test-Time Reference-Free Through-Plane Super-Resolution for Multi-Contrast Brain MRI. 584-593 - Yong Sun, Yipeng Wang, Junyu Shi, Zhiyuan Zhang, Yanmei Xiao, Lei Zhu, Manxi Jiang, Qiang Nie:
Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining. 594-604 - Peng Wang, Along He, Anli Wang, Zhenhuan Zhou, Xiaohang Guan, Tao Li:
Towards Automated Pediatric Dental Development Staging: A Dataset and Model. 605-615 - Song Xue, Hanzhong Wang, Yizhou Chen, Fanxuan Liu, Hong Zhu, Marco Viscione, Rui Guo, Axel Rominger, Biao Li, Kuangyu Shi:
UDPET: Ultra-low Dose PET Imaging Challenge Dataset. 616-623 - Shuo Tong, Shangde Gao, Ke Liu, Zihang Huang, Hongxia Xu, Haochao Ying, Jian Wu:
Uncertainty-Aware Multi-expert Knowledge Distillation for Imbalanced Disease Grading. 624-634 - Shihan Qiu, Radu Miron, Yahang Li, Cornelius Eichner, Thorsten Feiweier, Nirmal Janardhanan, Bryan Clifford, Omar Darwish, Mahmoud Mostapha, Mariappan S. Nadar:
Unsupervised Learning-Based Susceptibility Artifact Correction for Diffusion-Weighted MRI in Multiple Organs. 635-644 - Jinhao Wang, Florian Vogl, Pascal Schütz, Sasa Cukovic, William R. Taylor:
Veriserum: A Dual-Plane Fluoroscopic Dataset with Knee Implant Phantoms for Deep Learning in Medical Imaging. 645-654 - Daniele Falcetta, Vincenzo Marcianó, Kaiyuan Yang, Jon O. Cleary, Loïc Legris, Massimiliano Domenico Rizzaro, Ioannis Pitsiorlas, Hava Chaptoukaev, Benjamin Lemasson, Bjoern H. Menze, Maria A. Zuluaga:
VesselVerse: A Dataset and Collaborative Framework for Vessel Annotation. 655-665 - Hailin Yue, Hulin Kuang, Lei Ma, Jin Liu, Junjian Li, Jianhong Cheng, Jianxin Wang:
VisNet: A Human Visual System Inspired Lightweight Dual-Path Network for Medical Images DenoisingYue, HailinKuang, HulinMa, LeiLiu, JinLi, JunjianCheng, JianhongWang, Jianxin. 666-676 - Ying-Chih Lin, Yong-Sheng Chen:
Weighted Stratification in Multi-label Contrastive Learning for Long-Tailed Medical Image Classification. 677-687
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