This true-time model analyzes the sign from one-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other kinds of anomalies for example atrial flutter, and can be repeatedly prolonged and improved. Additional t