Artificial intelligence assessment for early detection of heart failure with preserved ejection fraction based on electrocardiographic features

Abstract

The DLM demonstrated high performance for HFpEF detection using not only a 12-lead ECG but also 6- single-lead ECG. These results suggest that HFpEF can be screened using conventional ECG devices and diverse life-type ECG machines employing the DLM, thereby preventing disease progression.