SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series

Bahareh Pourbabaee, Matthew Howe-Patterson, Matthew Patterson +1

In this work, a dense recurrent convolutional neural network (DRCNN) was constructed to detect sleep disorders including arousal, apnea and hypopnea using Polysomnography (PSG) mea…