Prediction of small-for-gestational-age neonates at 35-37 weeks' gestation: contribution of maternal factors and growth velocity between 20 and 36 weeks.

A CiobanuC FormusoArgyro Syngelaki Ranjit AkolekarK H Nicolaides

Published in: Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology (2019)

Screening for SGA neonates by EFW at 35 + 0 to 36 + 6 weeks' gestation and use of the 10th percentile as the cut-off predicts 63% of affected neonates. Prediction of 90% of SGA neonates necessitates classification of about 35% of the population as being screen positive. The predictive performance of EFW is not improved by addition of estimated growth velocity between the second and third trimesters of pregnancy. Copyright © 2019 ISUOG. Published by John Wiley & Sons Ltd.

Keyphrases

gestational age
preterm birth
birth weight
low birth weight
preterm infants
machine learning
high throughput
deep learning
blood flow
pregnancy outcomes
randomized controlled trial
systematic review
weight loss
single cell