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