Automated electrocardiogram analysis with computer systems has emerged as a transformative technology in the field of cardiology. These sophisticated computer systems leverage machine learning algorithms to analyze the electrical activity of the heart captured by an electrocardiogram (ECG). By recognizing subtle patterns and abnormalities in the EC