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