arXivDaily arXiv每日学术速递 周一至周五更新

科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2025-11-10 至 2025-11-10 共收录 14 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学影像 14 篇

2511.04811 2025-11-10 cs.CV cs.AI cs.LG 88%

An Active Learning Pipeline for Biomedical Image Instance Segmentation with Minimal Human Intervention

Shuo Zhao, Yu Zhou, Jianxu Chen

机构 * Leibniz-Institut für Analytische Wissenschaften - ISAS - e.V.(莱比锡分析科学研究所 - ISAS - 非营利组织) Faculty of Computer Science, Ruhr University Bochum(计算机科学系,博德鲁姆鲁尔大学)

专题命中 医学影像 :medical image(title,abstract);biomedical(title,abstract);分类 cs.CV、cs.LG

Comments 6 pages, 4 figures, presented at Bildverarbeitung für die Medizin (BVM) 2025, Wiesbaden, Germany

Journal ref Bildverarbeitung fuer die Medizin 2025, Springer Vieweg, Wiesbaden, pp. 217-222, 2025

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2511.04803 2025-11-10 cs.CV cs.AI cs.LG 88%

Data Efficiency and Transfer Robustness in Biomedical Image Segmentation: A Study of Redundancy and Forgetting with Cellpose

Shuo Zhao, Jianxu Chen

机构 * st Shuo Zhao(第一作者单位) nd Jianxu Chen(第二作者单位)

专题命中 医学影像 :medical image(title,abstract);biomedical(title,abstract);分类 cs.CV、cs.LG

Comments Accepted to IEEE BIBM 2025 Workshop; 6 pages; 4 figures; 5 tables; IEEEtran class. Code: https://github.com/MMV-Lab/biomedseg-efficiency

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2511.04871 2025-11-10 cs.CV stat.AP 79%

Clinical-ComBAT: a diffusion-weighted MRI harmonization method for clinical applications

Gabriel Girard, Manon Edde, Félix Dumais, Yoan David, Matthieu Dumont, Guillaume Theaud, Jean-Christophe Houde, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin

机构 * Videos & Images Theory and Analytics Lab (VITAL)(视频与图像理论与分析实验室) Department of Computer Science(计算机科学系) Université de Sherbrooke(Sherbrooke大学) Sherbrooke Connectivity Imaging Lab (SCIL)(Sherbrooke连接成像实验室) Imeka Solutions inc(Imeka Solutions公司)

专题命中 医学影像 :MRI(title,abstract);分类 cs.CV

Comments 39 pages, 11 figures

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2510.06611 2025-11-10 cs.CV 79%

Self-supervised Deep Unrolled Model with Implicit Neural Representation Regularization for Accelerating MRI Reconstruction

Jingran Xu, Yuanyuan Liu, Yuanbiao Yang, Zhuo-Xu Cui, Jing Cheng, Qingyong Zhu, Nannan Zhang, Yihang Zhou, Dong Liang, Yanjie Zhu

机构 * Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(深圳先进技术研究院生物医学成像中心)

专题命中 医学影像 :MRI(title,abstract);分类 cs.CV

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2505.11018 2025-11-10 cs.CV 79%

Dual Teacher-Student Learning for Semi-supervised Medical Image Segmentation

Pengchen Zhang, Alan J. X. Guo, Sipin Luo, Zhe Han, Lin Guo

机构 * Center for Applied Mathematics, Tianjin University(应用数学中心,天津大学) Department of Radiology, Tianjin Hospital of Tianjin University(放射科,天津大学医院) Department of Hip Trauma, Tianjin Hospital of Tianjin University(骨科创伤科,天津大学医院)

专题命中 医学影像 :medical image(title,abstract);分类 cs.CV

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2511.05106 2025-11-10 cs.CV cs.LG 73%

Early Alzheimer's Disease Detection from Retinal OCT Images: A UK Biobank Study

Yasemin Turkan, F. Boray Tek, M. Serdar Nazlı, Öykü Eren

机构 * Department of Computer Engineering Isik University Istanbul, Turkey(计算机工程系伊斯肯大学) Department of Artificial Intelligence and Data Engineering(人工智能与数据工程系) Data Engineering Istanbul Technical University Istanbul, Turkey(数据工程系伊斯坦布尔技术大学)

专题命中 医学影像 :medical image(abstract);diagnosis(abstract);分类 cs.CV、cs.LG

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2503.13560 2025-11-10 eess.IV cs.CV 73%

MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset

Zhaodong Wu, Qiaochu Zhao, Ming Hu, Yulong Li, Haochen Xue, Kang Dang, Zhengyong Jiang, Angelos Stefanidis, Qiufeng Wang, Imran Razzak, Zongyuan Ge, Junjun He, Yu Qiao, Zhong Zheng, Feilong Tang, Jionglong Su

机构 * Shanghai AI Lab(上海人工智能实验室) University of Liverpool(利物浦大学) Columbia university(哥伦比亚大学) Monash University(墨尔本大学) Xi'an Jiaotong-Liverpool University(西安交通大学利物浦大学) MBZUAI(穆斯林人工智能研究所) People's Hospital of Gong'an County(公安县人民医院)

专题命中 医学影像 :CT(abstract);diagnosis(abstract);分类 cs.CV、eess.IV

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2511.04720 2025-11-10 cs.CL cs.AI 67%

Learning to reason about rare diseases through retrieval-augmented agents

Ha Young Kim, Jun Li, Ana Beatriz Solana, Carolin M. Pirkl, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea

机构 * Technical University of Munich(慕尼黑技术大学) GE HealthCare(GE医疗) Munich Center for Machine Learning(慕尼黑机器学习中心) Klinikum Rechts der Isar(莱布尼茨医院) Helmholtz Munich(亥姆霍兹慕尼黑研究中心) King's College London(伦敦国王学院)

专题命中 医学影像 :MRI(abstract);pathology(abstract)

Comments Submitted on behalf of the PREDICTOM consortium

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2511.04892 2025-11-10 eess.IV cs.CV q-bio.BM 65%

LG-NuSegHop: A Local-to-Global Self-Supervised Pipeline For Nuclei Instance Segmentation

Vasileios Magoulianitis, Catherine A. Alexander, Jiaxin Yang, C. -C. Jay Kuo

专题命中 医学影像 :diagnosis(abstract);分类 cs.CV、q-bio、eess.IV

Comments 42 pages, 8 figures, 7 tables

Journal ref Asia Pacific Signal and Information Processing Association (APSIPA), 2025 http://www.apsipa.org

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2511.05044 2025-11-10 cs.CV 57%

Medical Referring Image Segmentation via Next-Token Mask Prediction

Xinyu Chen, Yiran Wang, Gaoyang Pang, Jiafu Hao, Chentao Yue, Luping Zhou, Yonghui Li

机构 * School of Electrical and Computer Engineering, University of Sydney(悉尼大学电气与计算机工程学院)

专题命中 医学影像 :medical image(abstract);分类 cs.CV

Comments This work has been submitted to the IEEE Transactions on Medical Imaging for possible publication

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2511.04963 2025-11-10 cs.CV cs.AI 57%

Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement

Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Yichen Wei, Lingyan Liang, Shuqiang Wang, Baiying Lei, Demao Deng, Zhiguo Zhang

机构 * Department of Computer Science and Technology, Harbin Institute of Technology(计算机科学与技术系,哈尔滨工业大学) School of Intelligence Science and Engineering, College of Artificial Intelligence, Harbin Institute of Technology(智能科学与工程学院,人工智能学院,哈尔滨工业大学) School of Biomedical Engineering, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical, Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China(生物医学工程学院,医学超声关键技术工程实验室,广东生物医学、测量与超声成像重点实验室,深圳大学医学院,深圳大学,深圳,中国) Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences(深圳先进技术研究院,中国科学院) Department of Radiology, The People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences(放射科,广西壮族自治区人民医院,广西医学院)

专题命中 医学影像 :MRI(abstract);分类 cs.CV

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2511.04789 2025-11-10 cs.LG 57%

Conditional Neural ODE for Longitudinal Parkinson's Disease Progression Forecasting

Xiaoda Wang, Yuji Zhao, Kaiqiao Han, Xiao Luo, Sanne van Rooij, Jennifer Stevens, Lifang He, Liang Zhan, Yizhou Sun, Wei Wang, Carl Yang

机构 * Emory University(埃默里大学) University of California, Los Angeles(加州大学洛杉矶分校) Illinois Institute of Technology(伊利诺伊理工学院) Lehigh University(莱斯大学) University of Pittsburgh(匹兹堡大学) University of Wisconsin–Madison(威斯康星大学麦迪逊分校)

专题命中 医学影像 :MRI(abstract);分类 cs.LG

Comments Accepted to IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2025

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2503.20349 2025-11-10 cs.CV 57%

Consistency Trajectory Matching for One-Step Generative Super-Resolution

Weiyi You, Mingyang Zhang, Leheng Zhang, Xingyu Zhou, Kexuan Shi, Shuhang Gu

专题命中 医学影像 :CT(abstract);分类 cs.CV

Comments Accepted by ICCV 2025

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2511.04876 2025-11-10 physics.flu-dyn 50%

Rate dependency of capillary heterogeneity trapping for CO2 storage

Catrin Harris, Samuel Krevor, Ann H. Muggeridge, Samuel J. Jackson

专题命中 医学影像 :CT(abstract)

Comments 18 pages, 6 figures

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