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This genuine-time model analyzes the sign from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other types of anomalies like atrial flutter, and may be continually extended and improved.For any binary consequence that will possibly be ‘Certainly/no’ or ‘