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