Compliance after switching from CPAP to bilevel for patients with non-compliant OSA: big data analysis.

Adam V BenjafieldJean-Louis PépinKate ValentinePeter A CistulliHolger WoehrleCarlos M NunezJeff ArmitsteadAtul Malhotra

Published in: BMJ open respiratory research (2019)

This shows for the first time that there may be potential benefit from switching from CPAP/APAP to bilevel PAP for patients struggling with PAP adherence.

Keyphrases

obstructive sleep apnea
data analysis
positive airway pressure
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
sleep apnea
prognostic factors
type diabetes
adipose tissue
metabolic syndrome
risk assessment
machine learning