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Predicting cognitive scores from wearable-based digital physiological features using machine learning: data from a clinical trial in mild cognitive impairment.

Yuri G RykovMichael D PattersonBikram A GangwarSyaheed B JabarJacklyn LeonardoKok Pin NgNagaendran Kandiah
Published in: BMC medicine (2024)
Our findings demonstrated that wearable-based physiological measures, primarily HRV, have potential to be used for the continuous assessments of cognitive function in individuals with MCI.
Keyphrases
  • mild cognitive impairment
  • clinical trial
  • cognitive decline
  • heart rate
  • electronic health record
  • big data
  • phase ii
  • double blind
  • human health
  • blood pressure
  • machine learning
  • artificial intelligence
  • climate change