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Predicting Current Glycated Hemoglobin Values in Adults: Development of an Algorithm From the Electronic Health Record.

Brian J WellsKristin Macfarlane LenoirJose-Franck Diaz-GarelliWendell FutrellElizabeth LockermanKevin M PantaloneMichael W Kattan
Published in: JMIR medical informatics (2018)
The calculator created for predicting the probability of having an elevated HbA1c significantly outperformed the existing calculators. The personalized prediction model presented in this paper could improve the efficiency of HbA1c screening initiatives.
Keyphrases
  • electronic health record
  • clinical decision support
  • machine learning
  • deep learning
  • adverse drug
  • quality improvement