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Predicting dementia from primary care records: A systematic review and meta-analysis.

Elizabeth M FordNicholas GreensladePriya PaudyalStephen BremnerHelen E SmithSube BanerjeeShanu SadhwaniPhilip RooneySeb OliverJackie Cassell
Published in: PloS one (2018)
These findings are of potential value in guiding feature selection for a risk prediction tool for dementia in primary care. Limitations include findings being UK-focussed. Further predictive entities ascertainable from primary care data, such as changes in consulting patterns, were absent from the literature and should also be explored in future studies.
Keyphrases
  • primary care
  • mild cognitive impairment
  • cognitive impairment
  • general practice
  • systematic review
  • machine learning
  • deep learning
  • electronic health record
  • big data
  • cross sectional
  • case control