In recent years, healthcare has witnessed a surge in utilization of automated computer-aided diagnosis (CAD) systems for improving patient care. Among these systems, those leveraging electrocardiogram (ECG) signals have shown particularly promising potential. ECG signals reflect the electrical activity of the heart and can be interpreted by sophist