Explainable ECG-derived cardiac aging pattern assessment using PTB-XL with a lightweight web prototype
This study aimed to investigate whether explainable features extracted from standard 12-lead electrocardiography (ECG) can be used to identify older adults and assess ECG-derived cardiac aging patterns, and to implement the resulting model as a lightweight web-based interpretation prototype. A total of 21,373 ECG rec...