Redefining Positive Airway Pressure (PAP) Adherence Phenotypes Utilizing Deep Neural Networks and Unsupervised Clustering

Yoav N. Nygate, MS, Sam Rusk, BS, Chris R. Fernandez, MS, Nick Glattard, MS, Nathaniel F. Watson, MD, MSc, William Hevener, RPSGT, Bretton Beine, BS, RPSGT, Dominic Munafo, MD 

1 EnsoData Research, EnsoData, Madison, WI, USA, 2 Department of Neurology, University of Washington School of Medicine, Seattle, WA, USA, 3 BetterNight, San Diego, CA, USA