In recent years, the medical field has witnessed a surge 24 hr heart monitor in implementations of automated computer-aided diagnosis (CAD) systems for enhancing patient care. Among these systems, those leveraging electrocardiogram (ECG) signals have shown particularly substantial potential. ECG signals represent the electrical activity of the hear