Comparison of two "a priori" risk assessment algorithms for preeclampsia in Italy: a prospective multicenter study.

Daniela Di MartinoBianca MasturzoSara ParacchiniBenedetta BraccoPaolo CavorettoFederico PrefumoChiara GermanoDanila MoranoFlavia GirlandoVeronica GiorgioneGiulia ParpinelLuisa CarielloFederica FusèMassimo CandianiTullia TodrosNicola RizzoAntonio Farina

Published in: Archives of gynecology and obstetrics (2019)

The Fetal Medicine Foundation screening for preeclampsia at 11-13 weeks' gestation scored the highest detection rate for both early and late PE. At a fixed 10% false positive rate, the estimated "a priori" risks of both the Fetal Medicine Foundation and the BCNatal algorithms in an Italian population were quite similar, and both were reliable and consistent.

Keyphrases

machine learning
risk assessment
early onset
human health
deep learning
gestational age
pregnancy outcomes
preterm infants
heavy metals
loop mediated isothermal amplification
real time pcr
label free
climate change
sensitive detection
clinical evaluation
quantum dots