In recent years, healthcare has witnessed a surge 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 capture the electrical activity of the heart and can be analyzed by soph