Automated cardiac analysis using computerized electrocardiography (ECG) is revolutionizing the field of cardiology. Sophisticated algorithms can swiftly process ECG signals to recognize a wide range of heart conditions. This accelerates the diagnostic process, permitting clinicians to make more accurate diagnoses and initiate timely treatment. The