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This authentic-time model analyzes the signal from an individual-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is built in order to detect other kinds of anomalies such as atrial flutter, and can be repeatedly extended and improved.Generative models are Among the most promising strategies towards