This serious-time model analyzes the sign from a single-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed to be able to detect other types of anomalies such as atrial flutter, and may be continuously prolonged and enhanced. So