Development and evaluation of standardized pregnancy identification and trimester distribution algorithms in U.S. IBM MarketScan® Commercial and Medicaid data.

Kelsey M SumnerAnna EhlingerMary E GeorgiouKeele E Wurst

Published in: Birth defects research (2021)

By incorporating the latest ICD-10-CM codes, the new algorithms provide more complete estimates of medication use during pregnancy than algorithms using the outdated codes.

Keyphrases

machine learning
deep learning
big data
preterm birth
artificial intelligence
pregnancy outcomes
health insurance
healthcare
gestational age