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Leveraging a phenome-wide approach to identify novel exposure-birth defect associations: A proof of concept using maternal smoking and a spectrum of birth defects.

Peter H LangloisJeremy M SchrawAdrienne T HoytPhilip J Lupo
Published in: Birth defects research (2020)
We demonstrated that a statistically rigorous approach can be applied to birth defects registry data to examine the association between specified exposures and a range of birth defects. While we confirmed previously reported associations, others were not validated, likely due to misclassification in exposure based on vital records.
Keyphrases
  • gestational age
  • birth weight
  • pregnancy outcomes
  • air pollution
  • electronic health record
  • pregnant women
  • smoking cessation
  • machine learning
  • big data
  • body mass index
  • physical activity
  • weight gain
  • data analysis