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Validity of diagnostic codes to identify hospitalizations for infections among patients treated with oral anti-diabetic drugs.

M Elle SaineMona GizawDena M CarbonariCraig W NewcombJason A RoySerena CardilloDaina B EspositoHarshvinder BhullarArlene M GallagherBrian L StromVincent Lo Re
Published in: Pharmacoepidemiology and drug safety (2017)
Algorithms identifying hospitalization for infection utilizing hospital diagnoses along with antecedent outpatient/emergency infection diagnoses or antimicrobial therapy had sufficiently high PPVs for confirmed events within Medicare, HIRDSM , and THIN to enable their use for pharmacoepidemiologic research.
Keyphrases
  • healthcare
  • machine learning
  • emergency department
  • type diabetes
  • public health
  • staphylococcus aureus
  • deep learning
  • stem cells
  • wound healing
  • affordable care act
  • cell therapy