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Impact of the Transition from ICD-9-CM to ICD-10-CM on the Identification of Pregnancy Episodes in US Health Insurance Claims Data.

Amir SarayaniXi WangThuy Nhu ThaiYasser AlbogamiNakyung JeonAlmut G Winterstein
Published in: Clinical epidemiology (2020)
Translation of existing ICD-9-CM pregnancy algorithms into ICD-10-CM codes provided reasonable consistency in identifying pregnancy episodes across the ICD transition period. New codes for gestational age can potentially improve the precision of conception estimates and minimize measurement biases.
Keyphrases
  • health insurance
  • preterm birth
  • gestational age
  • pregnancy outcomes
  • birth weight
  • affordable care act
  • machine learning
  • healthcare
  • deep learning
  • electronic health record
  • pregnant women
  • body mass index
  • weight loss