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Simple and Unbiased OSA Prescreening: Introduction of a New Morphologic OSA Prediction Score.

Naima LaharnarSebastian HerbergerLisa-Kristin ProchnowNing-Hung ChenPeter A CistulliAllan I PackRichard SchwabBrendan T KeenanDiego R MazzottiIngo FietzeThomas Penzel
Published in: Nature and science of sleep (2021)
We introduced a novel prescreening tool combining easily obtainable objective measures with predictive power and high general applicability. The proposed tool successfully predicted severe OSA (important due to its high risk of cardiovascular disease) and the exclusion of OSA (rarely a feature of previous screening instruments, but important for better differential diagnosis and treatment).
Keyphrases
  • obstructive sleep apnea
  • positive airway pressure
  • cardiovascular disease
  • sleep apnea
  • machine learning
  • type diabetes
  • early onset
  • deep learning
  • coronary artery disease