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This genuine-time model analyzes the sign from a single-direct ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built to be able to detect other kinds of anomalies like atrial flutter, and may be continuously extended and enhanced.Added responsibilities could be quickly extra towards the SleepKit framew