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Derivation and external validation of risk stratification models for severe maternal morbidity using prenatal encounter diagnosis codes.

Mark Allen ClappThomas H McCoyKaitlyn E JamesAnjali J Kaimalnull Roy H Perlis
Published in: Journal of perinatology : official journal of the California Perinatal Association (2021)
As EHR data becomes more ubiquitous, other data types generated from the prenatal period may improve the model's performance.
Keyphrases
  • electronic health record
  • pregnant women
  • big data
  • early onset
  • pregnancy outcomes
  • machine learning
  • data analysis
  • birth weight
  • physical activity