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A Risk Prediction Model Based on Machine Learning for Cognitive Impairment Among Chinese Community-Dwelling Elderly People With Normal Cognition: Development and Validation Study.

Mingyue HuXinhui ShuGang YuIrene X Y WuMaritta Anneli VälimäkiHui Feng
Published in: Journal of medical Internet research (2021)
This simple and feasible cognitive impairment prediction model could identify community-dwelling elderly people at the greatest 3-year risk for cognitive impairment, which could help community nurses in the early identification of dementia.
Keyphrases
  • cognitive impairment
  • community dwelling
  • machine learning
  • mental health
  • healthcare
  • mild cognitive impairment
  • white matter
  • big data
  • deep learning