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This paper is in the following e-collection/theme issue:

Electronic Health Records (1440) Machine Learning (2337) Computer-Aided Diagnosis (292) Cardiac Diagnostics (39) Applications of AI (402)

Published on in Vol 14 (2026)

Man on exercise bike with ECG monitoring during stress test

AI-Powered Resting 12-Lead Electrocardiogram Algorithm for Predicting Low Peak Oxygen Consumption: Development and Validation Study

AI-Powered Resting 12-Lead Electrocardiogram Algorithm for Predicting Low Peak Oxygen Consumption: Development and Validation Study

Authors of this article:

Shu-Chun Huang1, 2, 3 Author Orcid Image ;   Tieh-Cheng Fu1, 4 Author Orcid Image ;   Michelle Liou5 Author Orcid Image ;   Yu-Chieh Huang6 Author Orcid Image ;   Sing-Ya Chang7 Author Orcid Image ;   Guan-Yi Huang1 Author Orcid Image ;   Hong-Ren Su8 Author Orcid Image
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