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This genuine-time model analyzes the signal from one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is designed in order to detect other sorts of anomalies including atrial flutter, and may be continuously extended and improved.Generative models are The most promising techniques to this intention.