Login / Signup

Dementia Detection from Brain Activity During Sleep.

Elissa M YeHaoqi SunParimala V KrishnamurthyNoor AdraWolfgang GanglbergerRobert Joseph ThomasAlice D LamM Brandon Westover
Published in: Sleep (2022)
Our dementia classification algorithms show promise for incorporating dementia screening techniques using routine sleep EEG. The findings strengthen the concept of sleep as a window into neurodegenerative diseases.
Keyphrases
  • mild cognitive impairment
  • cognitive impairment
  • sleep quality
  • machine learning
  • physical activity
  • deep learning
  • big data
  • clinical practice
  • resting state
  • artificial intelligence
  • label free
  • quantum dots