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Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning.

Bob ChenWael AlrifaiCheng GaoBarrett JonesLaurie Lovett NovakNancy LorenziDaniel FranceBradley MalinYou Chen
Published in: Journal of the American Medical Informatics Association : JAMIA (2021)
The use of the audit log provides an opportunity to assist hospitals in further investigating clinician activities to optimize EHR workflows.
Keyphrases
  • electronic health record
  • machine learning
  • clinical decision support
  • artificial intelligence
  • adverse drug
  • healthcare
  • working memory
  • big data
  • deep learning