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This genuine-time model analyzes the signal from just one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made to be able to detect other types of anomalies such as atrial flutter, and may be continually extended and enhanced.Generative models are one of the most promising ways to this aim. To co