Clusters of sleep apnoea phenotypes: A large pan-European study from the European Sleep Apnoea Database (ESADA).

Jean-François TimsitLudger GroteJan HednerSofia SchizaWalter T McNicholasOzen K BasogluCarolina LombardiZoran DogasGabriel RoismanAthanasia PatakaMaria R BonsignoreJean Louis Pépinnull null

Published in: Respirology (Carlton, Vic.) (2020)

Eight distinct clinical OSA phenotypes were identified in a large pan-European database highlighting the importance of gender-based phenotypes and the impact of these subtypes on treatment prescription. The impact of cluster on long-term treatment adherence and prognosis remains to be studied using the ESADA follow-up data set.

Keyphrases

positive airway pressure
obstructive sleep apnea
sleep quality
type diabetes
emergency department
electronic health record
depressive symptoms
adverse drug
deep learning
artificial intelligence
replacement therapy
glycemic control