Combining early (<11 weeks' gestation) ultrasound features and maternal factors to predict small-for-gestational age neonates.

Tracey J TaylorBradley S de VriesAnn E QuintonMichael SinosichJonathan A Hyett

Published in: Australasian journal of ultrasound in medicine (2020)

A significantly decreased TV, measured <11 weeks gestation, is predictive of BW < 10th centile. With addition of maternal height and PIGF, this three-marker algorithm provided a reasonable predictive value for the development of SGA later in pregnancy.

Keyphrases

gestational age
birth weight
preterm birth
low birth weight
pregnancy outcomes
machine learning
magnetic resonance imaging
deep learning
computed tomography
ultrasound guided
pregnant women
physical activity
contrast enhanced ultrasound
neural network
weight gain