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。

2025-10-23 至 2025-10-23 共收录 7 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 诊断辅助 7 篇

2510.19626 2025-10-23 cs.CV 88%

MedReason-R1: Learning to Reason for CT Diagnosis with Reinforcement Learning and Local Zoom

Yifan Li, Fenghe Tang, Yingtai Li, Shaohua Kevin Zhou

机构 * 1 School of Biomedical Engineering, Division of Life Sciences ； Medicine, University of Science ； Technology of China, Hefei, Anhui, 230026, P.R. China 2 Center for Medical Imaging, Robotics ； Analytic Computing \& LEarning (MIRACLE), Suzhou Institute for Advanced Research, USTC, Suzhou 215123, P.R. China 3 Jiangsu Provincial Key Laboratory of Multimodal Digital Twin Technology, Suzhou Jiangsu, 215123 4 State Key Laboratory of Precision

专题命中诊断辅助：CT(title,abstract)；diagnosis(title,abstract)；分类 cs.CV

Comments The code, checkpoints, and dataset are available at: https://github.com/Leevan001/MedReason-R1

2503.11331 2025-10-23 cs.LG cs.AI cs.CV 81%

Cardiomyopathy Diagnosis Model from Endomyocardial Biopsy Specimens: Appropriate Feature Space and Class Boundary in Small Sample Size Data

Masaya Mori, Yuto Omae, Yutaka Koyama, Kazuyuki Hara, Jun Toyotani, Yasuo Okumura, Hiroyuki Hao

机构 * College of Industrial Technology, Nihon University（日本国立大学工业技术学院）； Department of Pathology and Microbiology, Nihon University School of Medicine（日本国立医学大学病理学与微生物学系）； Department of Medicine, Nihon University School of Medicine（日本国立医学大学医学系）

专题命中诊断辅助：diagnosis(title,abstract)；分类 cs.CV、cs.LG

Journal ref AIMS Bioengineering, 2025, 12(2): 283-313

2510.19182 2025-10-23 cs.CV 57%

Malaria Detection from Blood Cell Images Using XceptionNet

Warisa Nusrat, Mostafijur Rahman, Ayatullah Faruk Mollah

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV

2510.18910 2025-10-23 cs.LG cs.AI 57%

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape

Ziquan Wei, Tingting Dan, Guorong Wu

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 12 pages 6 figures

2504.21795 2025-10-23 stat.ML cs.LG stat.AP 57%

Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model

Yuankang Zhao, Matthew Engelhard

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments Machine Learning for Healthcare 2025

Journal ref Zhao, Y. & Engelhard, M.M.. (2025). Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model. In Machine Learning for Healthcare Conference, PMLR

2412.01322 2025-10-23 cs.LG cs.AI 57%

Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks

Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis

机构 * School of Electrical & Computer Engineering, National Technical University of Athens（电气与计算机工程学院，雅典技术大学）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Journal ref Entropy 2025, 27(4), 403

2510.16708 2025-10-23 cs.CL cs.AI 50%

Natural Language Processing for Cardiology: A Narrative Review

Kailai Yang, Yan Leng, Xin Zhang, Tianlin Zhang, Paul Thompson, Bernard Keavney, Maciej Tomaszewski, Sophia Ananiadou

专题命中诊断辅助：diagnosis(abstract)