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Assessing actigraphy performance for daytime sleep detection following stroke: insights from inpatient monitoring in a rehabilitation hospital.

Jiayi E WangJacob SindorfPin-Wei ChenJessica WuAdrian GonzalesMegan K O'BrienAashna SunderrajanKristen L KnutsonPhyllis C ZeeLisa WolfeVineet M AroraArun Jayaraman
Published in: Sleep advances : a journal of the Sleep Research Society (2024)
The study demonstrates both Actiwatch and ActiGraph's ability to detect daytime sleep, particularly during bed rest. ActiGraph (Cole-Kripke) algorithm exhibited a more balanced sleep detection profile and higher F2 scores compared to Actiwatch, offering valuable insights for optimizing daytime sleep monitoring with actigraphy in stroke patients.
Keyphrases
  • sleep quality
  • physical activity
  • obstructive sleep apnea
  • depressive symptoms
  • healthcare
  • machine learning
  • mental health
  • emergency department
  • loop mediated isothermal amplification
  • label free
  • acute care