Diagnostic accuracy of the Gaussian first-trimester combined screening for pre-eclampsia to predict small-for-gestational-age neonates.

Manel Mendoza Berta Serrano Erika Bonacina Sira Capote Pablo Garcia-ManauLaia RegincósMaria Teresa Murcia Lidia Barberan Marta Míguez Elena Carreras Moratonas

Published in: International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics (2021)

This algorithm identifies 62.5% of early SGA and 27.3% of preterm SGA. Combined screening for predicting both pre-eclampsia and SGA by using the Gaussian algorithm is feasible and would simplify clinical practice.

Keyphrases

gestational age
preterm birth
birth weight
clinical practice
machine learning
low birth weight
deep learning
genome wide
preterm infants
body mass index
physical activity
weight gain