The electrocardiogram (ECG) remains the fundamental diagnostic tool for assessing cardiac health and identifying electrical abnormalities in the heart. As cardiovascular diseases (CVDs) continue to be the leading cause of mortality worldwide, the demand for sophisticated ECG devices has shifted from traditional, bulky hospital-based systems to highly portable, wireless, and even wearable...