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Predicting Progression from Gestational Diabetes to Impaired Glucose Tolerance Using Peridelivery Data: An Observational Study.

Angela M BengtsonAna Lucia Espinosa DiceMelissa A ClarkRoee GutmanDwight RouseErika Werner
Published in: American journal of perinatology (2022)
· We developed a predictive model to identify persons with GDM most likely to develop IGT postpartum.. · The final model had an AUC of 0.79 (95% CI: 0.72, 0.85) and included eight clinical indicators.. · If validated, our model could help prioritize diabetes prevention efforts among persons with GDM..
Keyphrases
  • type diabetes
  • cardiovascular disease
  • electronic health record
  • pregnant women
  • skeletal muscle
  • deep learning
  • data analysis