Current digital electrocardiogram (ECG/EKG) machines represent a vital advance over manual methods of heart monitoring . These systems often incorporate advanced algorithms to process electrical patterns captured from the patient . The technique permits for quicker and precise diagnosis of various cardiovascular conditions , reducing the reliance