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Validation of algorithms to identify adverse perinatal outcomes in the Medicaid Analytic Extract database.

Mengdong HeKrista F HuybrechtsSara Z DejeneLoreen StraubDevan BartelsStacey BurnsDavid J CombsJennifer CottralKathryn J GrayBeryl L Manning-GeistHelen MogunRebecca M ReimersSonia Hernandez-DiazBrian T Bateman
Published in: Pharmacoepidemiology and drug safety (2020)
Across the perinatal outcomes considered, PPVs ranged between 74% and 92%. These PPVs can inform bias analyses that correct for outcome misclassification.
Keyphrases
  • pregnant women
  • machine learning
  • oxidative stress
  • deep learning
  • adverse drug
  • healthcare
  • health insurance
  • emergency department
  • type diabetes
  • adipose tissue
  • insulin resistance
  • affordable care act