In the domain of medical diagnosis, automatic electrocardiogram (ECG) analysis has emerged as a groundbreaking approach. Leveraging sophisticated computer algorithms and machine learning models, these systems can efficiently process ECG signals to identify various cardiac dysfunctions. This digitization offers numerous advantages, including improve