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This serious-time model analyzes the sign from only one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built to have the ability to detect other sorts of anomalies which include atrial flutter, and may be continually extended and improved.For the binary end result which can both be ‘Certainly/