Development and Validation of Algorithms to Estimate Live Birth Gestational Age in Medicaid Analytic eXtract Data.

Yanmin ZhuThuy N ThaiSonia Hernandez-DiazBrian T BatemanAlmut G WintersteinLoreen StraubJessica M FranklinKathryn J GrayRichard WyssHelen MogunSeanna VineLockwood G TaylorRita Ouellet-HellstromYong MaYandong QiangWei HuaKrista F Huybrechts

Published in: Epidemiology (Cambridge, Mass.) (2022)

We developed a highly accurate algorithm for estimating gestational age among live births in the nationwide MAX data, further supporting the value of these data for drug safety surveillance in pregnancy. See video abstract at, http://links.lww.com/EDE/B989 .

Keyphrases

gestational age
preterm birth
birth weight
electronic health record
machine learning
big data
deep learning
oxidative stress
emergency department
healthcare
high resolution
health insurance
pregnant women
anti inflammatory
weight gain