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Use of historical remote monitoring data to determine predictors of CPAP non-compliance in patients with OSA.

Jake CowenStephanie HarrisonLydia ThomMatt ThomasJoanna SedanoPhil StephensGregory Y H LipSonya Craig
Published in: Sleep & breathing = Schlaf & Atmung (2023)
Complete usage data show that compliance at day 90 appears to be a good indicator of future CPAP usage. Predictors of CPAP non-compliance may include lower socioeconomic status, and lower ODI.
Keyphrases
  • obstructive sleep apnea
  • positive airway pressure
  • sleep apnea
  • electronic health record
  • big data
  • current status
  • machine learning
  • data analysis