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Diagnostic Algorithms for Cardiovascular Death in Administrative Claims Databases: A Systematic Review.

Sonal SinghHassan FouayziKathryn AnzuoniLeah GoldmanJea Young MinMarie GriffinCarlos G GrijalvaJames A MorrowChristine C WhitmoreCharles E LeonardMano SelvanVinit NairYunping ZhouSengwee TohAndrew PetroneJames WilliamsElnara Fazio-EynullayevaRichard S SwainD Tyler CoyleSusan Andrade
Published in: Drug safety (2020)
Two existing algorithms based on medical claims diagnoses with or without death certificates can accurately identify SCD to support pharmacoepidemiologic studies. Developing valid algorithms identifying MI- and stroke-related death should be a research priority. PROSPERO 2017 CRD42017078745.
Keyphrases
  • machine learning
  • deep learning
  • health insurance
  • healthcare
  • atrial fibrillation
  • big data