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Diabetes Life Expectancy Prediction Model Inputs and Results From Patient Surveys Compared With Electronic Health Record Abstraction: Survey Study.

Sean BernsteinSarah F GilsonMengqi ZhuAviva G NathanMichael X CuiValerie G PressSachin D ShahParmida ZareiNeda LaiteerapongElbert S Huang
Published in: JMIR aging (2023)
In this small exploratory study, we found that, despite differences in data inputs regarding functional status, the overall performance of a mortality prediction model was similar when using survey and chart-abstracted data. Larger studies comparing patient survey and chart data are needed to assess whether these findings are reproduceable and clinically important.
Keyphrases
  • electronic health record
  • cross sectional
  • big data
  • type diabetes
  • clinical decision support
  • case report
  • cardiovascular events
  • metabolic syndrome
  • risk factors
  • deep learning