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Machine learning-assisted screening for cognitive impairment in the emergency department.

Simon R YadgirCollin EngstromGwen Costa JacobsohnRebecca K GreenCourtney M C JonesJeremy T CushmanThomas V CaprioAmy J H KindMichael LohmeierManish N ShahBrian W Patterson
Published in: Journal of the American Geriatrics Society (2021)
This study demonstrates that an algorithm based on EHR data can define a subset of patients at higher risk for CI. Incorporating such an algorithm into a screening workflow could allow screening efforts and resources to be focused where they have the most impact.
Keyphrases
  • machine learning
  • emergency department
  • electronic health record
  • cognitive impairment
  • deep learning
  • big data
  • artificial intelligence