Predicting newborn birth outcomes with prenatal maternal health features and correlates in the United States: a machine learning approach using archival data

• Autor principal: Robert D. Henry (Author)
• Formato: Livro
• Publicado em: BMC, 2024-09-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Abstract Background Newborns are shaped by prenatal maternal experiences. These include a pregnant person's physical health, prior pregnancy experiences, emotion regulation, and socially determined health markers. We used a series of machine learning models to predict markers of fetal growth an...