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This genuine-time model analyzes the signal from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other kinds of anomalies including atrial flutter, and may be constantly extended and enhanced.Generative models are Among the most promising strategies to this intent