Sleep Arousal Detection from Polysomnography using the Scattering Transform and Recurrent Neural Networks

Philip Warrick, Masun Nabhan Homsi

Sleep disorders are implicated in a growing number of health problems. In this paper, we present a signal-processing/machine learning approach to detecting arousals in the multi-ch…