Automated cardiac analysis using computerized electrocardiography (ECG) is revolutionizing the field of cardiology. Sophisticated algorithms can swiftly process ECG signals to identify a wide range of arrhythmias. This streamlines the diagnostic process, permitting clinicians to make informed diagnoses and initiate timely treatment. The utilization