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Assessment of non-directed computer-use behaviours in the home can indicate early cognitive impairment: A proof of principle longitudinal study.

Gemma StringerSamuel CouthHein HeuvelmanChristopher N BullAnn GledsonJohn KeanePaul RaysonAlistair SutcliffePeter Harvey SawyerXiao-Jun ZengDaniela MontaldiLaura J E BrownIracema Leroi
Published in: Aging & mental health (2022)
Passive monitoring of computer-use behaviour shows potential as an indicator of cognitive abilities, and can differentiate between people with SCD and MCI. Future studies should attempt to monitor computer-use behaviours over a longer time period to capture the onset of cognitive decline, and thus could inform timely therapeutic interventions.
Keyphrases
  • cognitive decline
  • mild cognitive impairment
  • cognitive impairment
  • deep learning
  • healthcare
  • current status
  • machine learning
  • risk assessment
  • clinical evaluation