Login / Signup

Do all sedatives promote biological sleep electroencephalogram patterns? A machine learning framework to identify biological sleep promoting sedatives using electroencephalogram.

Sowmya M RamaswamyMerel H KuizengaMaud A S WeerinkHugo E M VereeckeSunil B NagarajMichel M R F Struys
Published in: PloS one (2024)
We addressed an important clinical question to identify biological sleep promoting sedatives using EEG signals. We demonstrate that propofol and sevoflurane do not promote EEG patterns resembling natural sleep while dexmedetomidine promotes states resembling NREM stages 2 and 3 sleep, based on current sleep staging standards.
Keyphrases
  • sleep quality
  • physical activity
  • machine learning
  • functional connectivity
  • lymph node
  • resting state
  • depressive symptoms
  • artificial intelligence
  • deep learning
  • big data