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。

2025-10-02 至 2025-10-02 共收录 4 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学数据与评测 4 篇

2510.00976 2025-10-02 cs.AI cs.CR cs.DC cs.LG q-bio.QM 80%

Adaptive Federated Few-Shot Rare-Disease Diagnosis with Energy-Aware Secure Aggregation

Aueaphum Aueawatthanaphisut

机构 * School of Information, Computer, and Communication Technology（信息、计算机与通信技术学院）； Sirindhorn International Institute of Technology, Thammasat University（泰国朱拉隆功大学国际技术学院）

专题命中医学数据与评测：diagnosis(title,abstract)；分类 cs.LG、q-bio

Comments 6 pages, 6 figures, 12 equations, 1 algorithm

2507.22929 2025-10-02 cs.CL cs.AI cs.CV cs.MA 57%

EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow

Xiaoyu Pan, Yang Bai, Ke Zou, Yang Zhou, Jun Zhou, Huazhu Fu, Yih-Chung Tham, Yong Liu

机构 * Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR)（高性能计算研究所，科技研究局（A*STAR））； Centre for Innovation and Precision Eye Health（创新与精准眼健康中心）； Department of Ophthalmology, NUHS Tower Block, Level 7, 1E Kent Ridge Road, Singapore, 119228（眼科部，NUHS塔楼7层，1E Kent Ridge Road，新加坡，119228）； Singapore Eye Research Institute, Singapore National Eye Centre, 20 College Road, Singapore, 169856（新加坡眼研究 institute，新加坡国家眼科中心，20 College Road，新加坡，169856）

专题命中医学数据与评测：diagnosis(abstract)；分类 cs.CV

Comments 9 figures, 5 tables. submit/6621751

2510.00543 2025-10-02 cs.CE 50%

Flow of Knowledge: Federated Fine-Tuning of LLMs in Healthcare under Non-IID Conditions

Zeyu Chen, Yun Ji, Bowen Wang, Liwen Shi, Zijie Zeng, Sheng Zhang

专题命中医学数据与评测：medical AI(abstract)

2510.00280 2025-10-02 cs.CL 50%

ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment

Ruochen Li, Jun Li, Bailiang Jian, Kun Yuan, Youxiang Zhu

机构 * Technical University of Munich（慕尼黑技术大学）； Munich Center for Machine Learning（慕尼黑机器学习中心）； University of Massachusetts Boston（马萨诸塞大学波士顿分校）； University of Strasbourg（斯特拉斯堡大学）

专题命中医学数据与评测：radiology(abstract)