Machine Learning-based Sleep Staging in Patients with Sleep Apnea Using a Single Mandibular Movement Signal

Am J Respir Crit Care Med. 2021 Nov 15;204(10):1227-1231. doi: 10.1164/rccm.202103-0680LE.
No abstract available

Publication types

  • Letter
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Algorithms
  • Female
  • Humans
  • Machine Learning*
  • Male
  • Mandible / physiopathology*
  • Middle Aged
  • Pattern Recognition, Automated / methods*
  • Polysomnography / methods*
  • Prospective Studies
  • Sensitivity and Specificity
  • Sleep Apnea Syndromes / diagnosis*
  • Sleep Apnea Syndromes / physiopathology*
  • Sleep Stages*