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Digital Marker for Early Screening of Mild Cognitive Impairment Through Hand and Eye Movement Analysis in Virtual Reality Using Machine Learning: First Validation Study.

Se Young KimJinseok ParkHojin ChoiMartin LoeserHokyoung RyuKyoungwon Seo
Published in: Journal of medical Internet research (2023)
Our research preliminarily suggests that analyzing hand and eye movements in the virtual kiosk test holds potential as a digital marker for early screening of MCI. In contrast to conventional biomarkers, this digital marker in virtual reality is advantageous as it can collect ecologically valid data at an affordable cost and in a short period (5-15 minutes), making it a suitable means for early screening of MCI. We call for further studies to confirm the reliability and validity of this approach.
Keyphrases
  • mild cognitive impairment
  • virtual reality
  • cognitive decline
  • magnetic resonance
  • computed tomography
  • risk assessment
  • big data
  • deep learning