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 efficiently process ECG signals to recognize various cardiac dysfunctions. This ekg digitization offers numerous advantages, including impr