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This serious-time model analyzes the signal from just one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is created to have the ability to detect other types of anomalies which include atrial flutter, and can be consistently extended and improved.It will likely be characterized by diminished errors