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Open access Oct 2026

Smartwatch-based machine learning for the detection of cardiac dysfunction

Asymptomatic heart failure, a target for early intervention per guideline staging, is frequently missed without systematic screening. We aimed to develop a machine learning model based on smartwatch monitoring technology to screen individuals for cardiac dysfunction risk. In this prospective cohort...

Y. Guo, Y.-Y. Cai, H. Zhang · 0 citations

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