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Enhancing Obstructive Sleep Apnea Diagnosis With Screening Through Disease Phenotypes: Algorithm Development and Validation.

Daniela Ferreira-SantosPedro Pereira Rodrigues
Published in: JMIR medical informatics (2021)
Defined OSA phenotypes are a sensitive tool that enhances our understanding of the disease and allows the derivation of a predictive algorithm that can clearly outperform symptom-based guideline recommendations as a rule-out approach for screening.
Keyphrases
  • obstructive sleep apnea
  • machine learning
  • positive airway pressure
  • deep learning
  • clinical practice
  • sleep apnea
  • patient reported