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Comparative evaluation of the clinical laboratory-based Intermountain risk score with the Charlson and Elixhauser comorbidity indices for mortality prediction.

Gregory L SnowJoseph R BledsoeAllison ButlerEmily L WilsonSusan ReaSarah MajercikJeffrey L AndersonBenjamin D Horne
Published in: PloS one (2020)
IMRS provided the strongest ability to predict mortality, adding to and attenuating the predictive ability of the Charlson and Elixhauser indices whose mortality associations remained statistically significant. IMRS uses common, standardized, objective laboratory data and should be further evaluated for integration into mortality risk evaluations.
Keyphrases
  • cardiovascular events
  • risk factors
  • electronic health record
  • cardiovascular disease
  • coronary artery disease
  • machine learning
  • big data