Noncontact Sleep Monitoring With Infrared Video Data to Estimate Sleep Apnea Severity and Distinguish Between Positional and Nonpositional Sleep Apnea: Model Development and Experimental Validation.

Sina Akbarian Nasim Montazeri Ghahjaverestan Azadeh Yadollahi Babak Taati

Published in: Journal of medical Internet research (2021)

This study demonstrates the possibility of using a camera-based method for developing an accessible and easy-to-use device for screening sleep apnea at home, which can be provided in the form of a tablet or smartphone app.

Keyphrases

sleep apnea
positive airway pressure
obstructive sleep apnea
big data
sleep quality
convolutional neural network
depressive symptoms
data analysis
artificial intelligence