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。

2025-10-24 至 2025-10-24 共收录 2 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学数据与评测 2 篇

2510.06259 2025-10-24 cs.CY cs.LG 83%

Beyond Static Knowledge Messengers: Towards Adaptive, Fair, and Scalable Federated Learning for Medical AI

Jahidul Arafat, Fariha Tasmin, Sanjaya Poudel, Iftekhar Haider

机构 * Department of Computer Science and Software Engineering, Auburn University（计算机科学与软件工程系，阿伯丁大学）； Department of Information and Communication Technology, Bangladesh University of Professionals（信息与通信技术系，孟加拉国专业大学）； Mymensingh Medical College and Hospital（迈明辛医疗学院和医院）

专题命中医学数据与评测：medical AI(title,abstract)；healthcare AI(abstract)；分类 cs.LG

Comments 20 pages, 4 figures, 14 tables. Proposes Adaptive Fair Federated Learning (AFFL) algorithm and MedFedBench benchmark suite for healthcare federated learning

2502.17213 2025-10-24 q-bio.NC cs.AI cs.LG eess.SP 65%

Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics

Jiahe Li, Xin Chen, Fanqi Shen, Junru Chen, Yuxin Liu, Daoze Zhang, Zhizhang Yuan, Fang Zhao, Meng Li, Yang Yang

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院）； DiFint Technology (Shanghai) Co（上海迪芬特技术有限公司）； Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences（中国科学院上海微系统与信息技术研究所）； School of Graduate Study, University of Chinese Academy of Sciences（中国科学院大学研究生院）； The INSIDE Institute for Biological and Artificial Intelligence（生物与人工智能研究所）

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