Predictive ability of the International Classification of Sleep Disorders-3 in identifying risk of obstructive sleep apnea among recently unemployed adults.

Graciela E SilvaDarlynn M Rojo-WissarStuart F QuanPatricia L Haynes

Published in: Sleep & breathing = Schlaf & Atmung (2020)

In this population, the ability of the ICSD-3A in detecting moderate to severe OSA as well as mild OSA was low. The ROC for the ICSD-3 did not differ significantly from the STOP-Bang questionnaire's ROC in this research population.

Keyphrases

obstructive sleep apnea
positive airway pressure
machine learning
sleep apnea
deep learning
physical activity
cross sectional
high intensity
patient reported