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