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This real-time model analyzes the signal from only one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is made in order to detect other kinds of anomalies such as atrial flutter, and can be continuously extended and enhanced.Mouser Electronics, a Berkshire Hathaway company, is a certified semiconduc