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。

2025-11-17 至 2025-11-17 共收录 12 信号源:cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学影像 12 篇

2511.11450 2025-11-17 cs.CV cs.LG 86%

VoxTell: Free-Text Promptable Universal 3D Medical Image Segmentation

Maximilian Rokuss, Moritz Langenberg, Yannick Kirchhoff, Fabian Isensee, Benjamin Hamm, Constantin Ulrich, Sebastian Regnery, Lukas Bauer, Efthimios Katsigiannopulos, Tobias Norajitra, Klaus Maier-Hein

机构 * German Cancer Research Center, Division of Medical Image Computing(德国癌症研究中心,医学影像计算部) Faculty of Mathematics and Computer Science(数学与计算机科学系) Medical Faculty - Heidelberg University(海德堡大学医学系) Helmholtz Imaging(海德堡影像技术) Department of Radiation Oncology, Heidelberg University Hospital(海德堡大学医院放射肿瘤科) HIDSS4Health, Heidelberg(HIDSS4Health,海德堡) Pattern Analysis and Learning Group, Heidelberg University Hospital(海德堡大学医院模式分析与学习组)

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

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2511.11212 2025-11-17 cs.CV 83%

MAFM^3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI

Mohammad Areeb Qazi, Munachiso S Nwadike, Ibrahim Almakky, Mohammad Yaqub, Numan Saeed

机构 * Mohamed bin Zayed University of Artificial Intelligence(莫罕默德·本·扎耶德人工智能大学)

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

Comments 2 figures, 3 tables

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2511.11303 2025-11-17 physics.med-ph 82%

Mathematical and numerical methods for accurate aorta segmentation from non-enhanced CT Data yielding reliable identification and evaluation of large vessel vasculitis

Konan A. Allaly, Jozef Urban, Karol Mikula

专题命中 医学影像 :CT(title,abstract);diagnosis(abstract)

Comments 36 pages, 13 figures

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2511.11276 2025-11-17 cs.CV 79%

Coordinative Learning with Ordinal and Relational Priors for Volumetric Medical Image Segmentation

Haoyi Wang

机构 * School of Engineering, Computing Mathematics, University of Plymouth

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

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2511.11066 2025-11-17 cs.CV cs.AI cs.CL 79%

S2D-ALIGN: Shallow-to-Deep Auxiliary Learning for Anatomically-Grounded Radiology Report Generation

Jiechao Gao, Chang Liu, Yuangang Li

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

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2511.10669 2025-11-17 cs.CL cs.LG 74%

Forecasting Spoken Language Development in Children with Cochlear Implants Using Preimplantation MRI

Yanlin Wang, Di Yuan, Shani Dettman, Dawn Choo, Emily Shimeng Xu, Denise Thomas, Maura E Ryan, Patrick C M Wong, Nancy M Young

专题命中 医学影像 :MRI(title);分类 cs.LG

Comments 38 pages

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2305.19112 2025-11-17 cs.CV 70%

DENTEX: Dental Enumeration and Tooth Pathosis Detection Benchmark for Panoramic X-ray

Ibrahim Ethem Hamamci, Sezgin Er, Omer Faruk Durugol, Gulsade Rabia Cakmak, Ezequiel de la Rosa, Enis Simsar, Atif Emre Yuksel, Sadullah Gultekin, Serife Damla Ozdemir, Kaiyuan Yang, Mehmet Berke Isler, Mustafa Salih Gucez, Shenxiao Mei, Chenglong Ma, Feihong Shen, Kaidi Shen, Huikai Wu, Han Wu, Lanzhuju Mei, Zhiming Cui, Niels van Nistelrooij, Khalid El Ghoul, Steven Kempers, Tong Xi, Shankeeth Vinayahalingam, Kyoungyeon Choi, Jaewon Shin, Eunyi Lyou, Lanshan He, Yusheng Liu, Lisheng Wang, Tudor Dascalu, Shaqayeq Ramezanzade, Azam Bakhshandeh, Lars Bjørndal, Bulat Ibragimov, Hongwei Bran Li, Sarthak Pati, Bernd Stadlinger, Albert Mehl, Mehmet Kemal Ozdemir, Mustafa Gundogar, Bjoern Menze

机构 * Department of Quantitative Biomedicine, University of Zurich(苏黎世大学定量生物医学系) Harvard Medical School(哈佛医学院) Department of Computer Science, ETH Zurich(苏黎世联邦理工学院计算机科学系) ETH AI Center, ETH Zurich(苏黎世联邦理工学院人工智能中心) Center for Dental Medicine, University of Zurich(苏黎世大学牙科医学中心) Department of Computer Engineering, Bogazici University(博雅大学计算机工程系) Department of Endodontics, Istanbul Medipol University(伊斯坦布尔Medipol大学牙体医学系) University of Oklahoma, College of Dentistry, Graduate Periodontics Department(俄克拉荷马大学牙科学院研究生牙周病学系)

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

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2511.10658 2025-11-17 cs.CL cs.AI 67%

Evaluating Open-Weight Large Language Models for Structured Data Extraction from Narrative Medical Reports Across Multiple Use Cases and Languages

Douwe J. Spaanderman, Karthik Prathaban, Petr Zelina, Kaouther Mouheb, Lukáš Hejtmánek, Matthew Marzetti, Antonius W. Schurink, Damian Chan, Ruben Niemantsverdriet, Frederik Hartmann, Zhen Qian, Maarten G. J. Thomeer, Petr Holub, Farhan Akram, Frank J. Wolters, Meike W. Vernooij, Cornelis Verhoef, Esther E. Bron, Vít Nováček, Dirk J. Grünhagen, Wiro J. Niessen, Martijn P. A. Starmans, Stefan Klein

机构 * Department of Radiology and Nuclear Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands(荷兰埃因霍温麦斯特大学医学中心放射科和核医学科,埃因霍温麦斯特癌症研究所) Department of Pathology and Clinical Bioinformatics, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands(荷兰埃因霍温麦斯特大学医学中心病理学与临床生物信息学科,埃因霍温麦斯特癌症研究所) Faculty of Informatics, Masaryk University(马萨里克大学信息学院) Institute of Computer Science, Masaryk University(马萨里克大学计算机科学研究所) Department of Medical Physics, Leeds Teaching Hospitals NHS Trust, UK(英国利兹教学医院国家卫生服务信托基金,利兹大学生物医学研究中心) Leeds Biomedical Research Centre, University of Leeds, UK(利兹大学生物医学成像科,利兹,英国) Biomedical Imaging, University of Leeds, Leeds, United Kingdom(荷兰埃因霍温麦斯特大学医学中心外科肿瘤学和胃肠外科科,埃因霍温麦斯特癌症研究所) Department of Surgical Oncology and Gastrointestinal Surgery, Erasmus MC Cancer Institute, University Medical Center Rotterdam, the Netherlands(奥地利格拉茨BBMRI-ERIC机构) BBMRI-ERIC, Graz, Austria(荷兰埃因霍温麦斯特大学医学中心流行病学系,罗特万,荷兰) Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands(马萨里克纪念癌症研究所生物信息学研究组) Bioinformatics Research Group, Masaryk Memorial Cancer Institute

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

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2507.05154 2025-11-17 eess.IV cs.CV 62%

Latent Motion Profiling for Annotation-free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos

Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble

机构 * Department of Engineering Science, University of Oxford(牛津大学工程科学系) Hong Kong Centre for Cerebro-Cardiovascular Health Engineering(香港脑心血管健康工程中心) Department of Maternal and Child Health and Urological Sciences, Sapienza University of Rome(罗马萨皮恩扎大学妇幼保健与泌尿科学系) Nuffield Department of Women’s and Reproductive Health, University of Oxford(牛津大学努尔菲尔德妇女与生殖健康系)

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

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2506.06712 2025-11-17 cs.CV math.AP 57%

Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation

Saiyu Hu, Chunlei He, Jianfeng Zhang, Dexing Kong, Shoujun Huang

机构 * College of Mathematical Medicine, Zhejiang Normal University(数学医学学院,浙江师范大学)

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

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2511.11032 2025-11-17 cs.CV 57%

MPCGNet: A Multiscale Feature Extraction and Progressive Feature Aggregation Network Using Coupling Gates for Polyp Segmentation

Wei Wang, Feng Jiang, Xin Wang

机构 * School of Computer(计算机学院) Communication Engineering, Changsha University of Science(通信工程,长沙理工大学)

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

Comments 8 pages, 4 figures,3 tables. This paper has been accepted by IJCNN 2025 but not published

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2511.10944 2025-11-17 astro-ph.HE 50%

EUSO-SPB2 Cherenkov Telescope: Overview and First Neutrino Constraints

Tobias Heibges, Diksha Garg, Claire Guépin, Julia Burton-Heibges, John F. Krizmanic, Mary Hall Reno, Tonia M. Venters, Lawrence Wiencke

专题命中 医学影像 :CT(abstract)

Comments 11 pages, 4 figures, 39th International Cosmic Ray Conference (ICRC 2025)

Journal ref PoS(ICRC2025)1155

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