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。

2025-08-22 至 2025-08-22 共收录 2 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 健康监测 2 篇

2508.15225 2025-08-22 cs.LG eess.SP 74%

Learning ECG Representations via Poly-Window Contrastive Learning

Yi Yuan, Joseph Van Duyn, Runze Yan, Zhuoyi Huang, Sulaiman Vesal, Sergey Plis, Xiao Hu, Gloria Hyunjung Kwak, Ran Xiao, Alex Fedorov

机构 * 1 Department of Quantitative Theory \& Methods ； 2 Department of Mathematics ； 3 Center for Data Science, Nell Hodgson Woodruff School of Nursing Emory University, Atlanta, GA, USA ； 4 Department of Computer Science, Georgia State University, Atlanta, GA, USA ； 5 Microsoft

专题命中健康监测：biomedical(abstract,comments)；diagnosis(abstract)；分类 cs.LG、eess.SP

Comments This work has been accepted for publication in IEEE-EMBS International Conference on Biomedical and Health Informatics 2025. The final published version will be available via IEEE Xplore

2407.07110 2025-08-22 cs.LG cs.AI eess.SP 62%

CREMA: A Contrastive Regularized Masked Autoencoder for Robust ECG Diagnostics across Clinical Domains

Junho Song, Jong-Hwan Jang, DongGyun Hong, Joon-myoung Kwon, Yong-Yeon Jo

机构 * AI Group, Medical AI Co., Ltd.（医疗AI公司人工智能小组）

专题命中健康监测：diagnosis(abstract)；分类 cs.LG、eess.SP

Comments 10 pages