In recent years, the medical field has witnessed a surge in applications of automated computer-aided diagnosis (CAD) systems for improving patient care. Among these systems, those leveraging electrocardiogram (ECG) signals have shown particularly significant potential. ECG 24 hour ecg holter signals represent the electrical activity of the heart an