Hybrid scattering-LSTM networks for automated detection of sleep arousals.
Journal:
Physiological measurement
Published Date:
Jul 23, 2019
Abstract
OBJECTIVE: Early detection of sleep arousal in polysomnographic (PSG) signals is crucial for monitoring or diagnosing sleep disorders and reducing the risk of further complications, including heart disease and blood pressure fluctuations.