DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices

Jessica Torres Soto, Euan Ashley

Wearable devices enable theoretically continuous, longitudinal monitoring of physiological measurements like step count, energy expenditure, and heart rate. Although the classifica…