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Validation of a Remote and Fully Automated Story Recall Task to Assess for Early Cognitive Impairment in Older Adults: Longitudinal Case-Control Observational Study.

Caroline SkirrowMarton MeszarosUdeepa MeepegamaRaphael LenainKathryn V PappJack WestonEmil Fristed
Published in: JMIR aging (2022)
The unsupervised, self-administered ASRT task is sensitive to cognitive impairments in MCI and mild AD. The task showed good usability, high parallel-forms reliability, and high convergent validity with established cognitive tests. Remote, low-cost, low-burden, and automatically scored speech assessments could support diagnostic screening, health care, and treatment monitoring.
Keyphrases
  • low cost
  • case control
  • cognitive impairment
  • healthcare
  • machine learning
  • physical activity
  • deep learning
  • risk factors
  • electronic health record