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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 made to be able to detect other types of anomalies which include atrial flutter, and can be consistently prolonged and enhanced.It is important to note that There is not a 'golden configuration'