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This true-time model analyzes the sign from a single-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other types of anomalies such as atrial flutter, and may be continuously extended and improved.Personalized wellness checking is starting to become ubiquitous with the