This genuine-time model analyzes the signal from one-lead ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended to be able to detect other sorts of anomalies for instance atrial flutter, and can be constantly prolonged and enhanced. For just a bin