In the domain of medical diagnosis, automatic electrocardiogram (ECG) analysis has emerged as a groundbreaking technique. Leveraging sophisticated computer algorithms and machine learning models, these systems can effectively process ECG signals to detect various cardiac dysfunctions. This automation offers numerous advantages, including enhanced d