Development and validation of risk prediction models for large for gestational age infants using logistic regression and two machine learning algorithms.

We established and validated three LGA risk prediction models to screen out the pregnant women with high risk of LGA at the early stage of the third trimester, which showed good prediction power and could guide early prevention strategies.