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An explainable machine learning model of cognitive decline derived from speech.

Chelsea ChandlerCatherine Diaz-AsperRaymond S TurnerBrigid ReynoldsBrita Elvevåg
Published in: Alzheimer's & dementia (Amsterdam, Netherlands) (2023)
Remote assessments and artificial intelligence (AI) models allow greater access to cognitive decline screening.Speech impairments differ significantly between mild AD, amnestic mild cognitive impairment (aMCI), and healthy controls.AI predictions of cognitive decline are more accurate than experts and standard tools.The AI model was 75% accurate in classifying mild AD, aMCI, and healthy controls.
Keyphrases
  • cognitive decline
  • artificial intelligence
  • mild cognitive impairment
  • machine learning
  • big data
  • deep learning
  • high resolution
  • hearing loss