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