医学 AI - arXivDaily 专题

2306.01594 2025-10-23 cs.CV 89%

A Novel Vision Transformer with Residual in Self-attention for Biomedical Image Classification

Arun K. Sharma, Nishchal K. Verma

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

Journal ref Pattern Recognition, Volume 172, Part B, April 2026, 112497

2411.13022 2025-10-23 eess.IV cs.AI cs.CV cs.LG 82%

Fast MRI for All: Bridging Access Gaps by Training without Raw Data

Yaşar Utku Alçalar, Merve Gülle, Mehmet Akçakaya

机构 * University of Minnesota（明尼苏达大学）

专题命中医学影像：MRI(title,abstract)；分类 cs.CV、cs.LG、eess.IV

Comments Neural Information Processing Systems (NeurIPS), 2025 (Spotlight)

2510.19472 2025-10-23 cs.CV 79%

Predicting before Reconstruction: A generative prior framework for MRI acceleration

Juhyung Park, Rokgi Hong, Roh-Eul Yoo, Jaehyeon Koo, Se Young Chun, Seung Hong Choi, Jongho Lee

专题命中医学影像：MRI(title,abstract)；分类 cs.CV

Comments 33 pages, 8figures

2510.19353 2025-10-23 cs.CV cs.NA math.NA 79%

DARE: A Deformable Adaptive Regularization Estimator for Learning-Based Medical Image Registration

Ahsan Raza Siyal, Markus Haltmeier, Ruth Steiger, Malik Galijasevic, Elke Ruth Gizewski, Astrid Ellen Grams

机构 * Department of Mathematics, University of Innsbruck（数学系，因斯布鲁克大学）； Department of Radiology, Medical University of Innsbruck（放射学系，因斯布鲁克医学院）； Neuroimaging Research Core Facility, Medical University of Innsbruck（神经影像研究核心设施，因斯布鲁克医学院）

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

2510.19680 2025-10-23 physics.app-ph cs.NA math.NA 78%

T2 mapping at 0.55 T using Ultra-Fast Spin Echo MRI

Margaux Roulet, Hamza Kebiri, Busra Bulut, Vladyslav Zalevskyi, Thomas Sanchez, Jean-Baptiste Ledoux, Vincent Dunet, Mériam Koob, Tom Hilbert, Tobias Kober, Erick J Canales-Rodriguez, Meritxell Bach Cuadra

专题命中医学影像：MRI(title,abstract)

2509.23165 2025-10-23 eess.IV 76%

Untangling Vascular Trees for Surgery and Interventional Radiology

Guillaume Houry, Tom Boeken, Stéphanie Allassonnière, Jean Feydy

专题命中医学影像：radiology(title)；分类 eess.IV；medical image(journal_ref)

Journal ref Proceedings of Medical Image Computing and Computer Assisted Intervention -- MICCAI 2025, Springer Nature Switzerland, volume LNCS 15968, pages 669 -- 679

2510.19679 2025-10-23 cs.CV 74%

Curvilinear Structure-preserving Unpaired Cross-domain Medical Image Translation

Zihao Chen, Yi Zhou, Xudong Jiang, Li Chen, Leopold Schmetterer, Bingyao Tan, Jun Cheng

机构 * School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore（南洋理工大学电子与电气工程学院）； Singapore Eye Research Institute, Singapore National Eye Centre, Singapore（新加坡眼科学研究所，新加坡国家眼科中心）； School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan, China（武汉科技大学计算机科学与技术学院）； Ophthalmology & Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore（眼科与视觉科学学术临床计划，新加坡国立大学医学院）； Institute of Molecular and Clinical Ophthalmology, Basel, Switzerland（分子与临床眼科学研究所，瑞士巴塞尔）； School of Chemical and Biomedical Engineering, Nanyang Technological University, Singapore（南洋理工大学化学与生物医学工程学院）； Centre for Medical Physics and Biomedical Engineering, Medical University of Vienna, Vienna, Austria（医学物理与生物医学工程中心，维也纳医科大学，维也纳，奥地利）； Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria（临床药理学系，维也纳医科大学，维也纳，奥地利）； Rothschild Foundation Hospital, Paris, France（罗特希尔德基金会医院，法国巴黎）； Institute for Infocomm Research (I 2 R), A*STAR, Singapore（信息与通信研究所以（I 2 R），新加坡A*STAR）

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

2510.19109 2025-10-23 cs.CV 70%

Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing

Eyad Gad, Seif Soliman, M. Saeed Darweesh

机构 * School of Engineering and Applied Sciences（工程与应用科学学院）； Wireless Intelligent Networks Center (WINC)（无线智能网络中心）

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

Journal ref Model and Data Engineering: 12th International Conference, MEDI 2023, Sousse, Tunisia, November 2-4, 2023, Proceedings, Lecture Notes in Computer Science 14396, Springer, Cham, 2024, pp. 245-258

2503.09483 2025-10-23 cs.LG cs.CV math.OC 62%

Learning Spatially Adaptive $\ell_1$-Norms Weights for Convolutional Synthesis Regularization

Andreas Kofler, Luca Calatroni, Christoph Kolbitsch, Kostas Papafitsoros

机构 * MaLGa Center, DIBRIS, Università di Genova, MMS, Istituto Italiano di Tecnologia（MaLGa中心、DIBRIS、热那亚大学、MMS、意大利理工学院）

专题命中医学影像：MRI(abstract)；分类 cs.CV、cs.LG

Comments Accepted for publication in the proceedings of the EUSIPCO 2025 conference; corrected typo in equation (3)

2411.04844 2025-10-23 eess.IV cs.CV 62%

Discretized Gaussian Representation for Tomographic Reconstruction

Shaokai Wu, Yuxiang Lu, Yapan Guo, Wei Ji, Suizhi Huang, Fengyu Yang, Shalayiding Sirejiding, Qichen He, Jing Tong, Yanbiao Ji, Yue Ding, Hongtao Lu

机构 * Shanghai Jiao Tong University（上海交通大学）； National University of Singapore（新加坡国立大学）； Yale University（耶鲁大学）； Suzhou Xiangcheng People’s Hospital（苏州相城人民医院）

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

Comments Accepted to ICCV 2025

Journal ref Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025, pp. 25073 - 25082

2510.19118 2025-10-23 cs.CV cs.AI 61%

A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx

Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim

机构 * School of Engineering and Applied Sciences, Nile University, Egypt（工程与应用科学学院，尼罗大学，埃及）； Medical Imaging and Image Processing Research Group, Center for Informatics Science, Nile University, Egypt（医学影像与图像处理研究组，信息科学中心，尼罗大学，埃及）； School of Information Technology and Computer Science, Nile University, Egypt（信息技术与计算机科学学院，尼罗大学，埃及）

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

Journal ref Medical Image Understanding and Analysis (MIUA 2023), Lecture Notes in Computer Science 14122, Springer, Cham, 2024, pp. 310-324

2510.11553 2025-10-23 cs.CV 57%

How many samples to label for an application given a foundation model? Chest X-ray classification study

Nikolay Nechaev, Evgeniia Przhezdzetskaia, Viktor Gombolevskiy, Dmitry Umerenkov, Dmitry Dylov

机构 * AIRI ； Scoltech

专题命中医学影像：diagnosis(abstract)；分类 cs.CV

Comments 8 pages, 5 figures

2506.06407 2025-10-23 cs.CR cs.AI cs.LG cs.MM 57%

TimeWak: Temporal Chained-Hashing Watermark for Time Series Data

Zhi Wen Soi, Chaoyi Zhu, Fouad Abiad, Aditya Shankar, Jeroen M. Galjaard, Huijuan Wang, Lydia Y. Chen

机构 * University of Neuchâtel（讷伊大学）； Delft University of Technology（代尔夫特理工大学）

专题命中医学影像：MRI(abstract)；分类 cs.LG

2510.19702 2025-10-23 math.NA cs.NA 50%

Dictionary learning methods for brain activity mapping with MEG data

Daniela Calvetti, Erkki Somersalo

专题命中医学影像：MRI(abstract)

1. 医学影像 14 篇