Machine learning applied in maternal and fetal health: a narrative review focused on pregnancy diseases and complications

D Mennickent, A Rodríguez, MC Opazo… - Frontiers in …, 2023 - frontiersin.org
Introduction Machine learning (ML) corresponds to a wide variety of methods that use
mathematics, statistics and computational science to learn from multiple variables …

Detection and assessment of brain injury in the growth-restricted fetus and neonate

A Malhotra, M Ditchfield, MC Fahey… - Pediatric …, 2017 - nature.com
Fetal growth restriction (FGR) is a common complication of pregnancy and, in severe cases,
is associated with elevated rates of perinatal mortality, neonatal morbidity, and poor …

The prediction of late-onset preeclampsia: Results from a longitudinal proteomics study

O Erez, R Romero, E Maymon, P Chaemsaithong… - PloS one, 2017 - journals.plos.org
Background Late-onset preeclampsia is the most prevalent phenotype of this syndrome;
nevertheless, only a few biomarkers for its early diagnosis have been reported. We sought to …

Placental malperfusion in response to intrauterine inflammation and its connection to fetal sequelae

SN Eloundou, JY Lee, D Wu, J Lei, MC Feller, M Ozen… - PloS one, 2019 - journals.plos.org
Exposure to intrauterine inflammation (IUI) is associated with short-and long-term adverse
perinatal outcomes. However, little data exist on utilizing placenta to prognosticate fetal …

A machine learning approach to monitor the emergence of late intrauterine growth restriction

N Pini, M Lucchini, G Esposito, S Tagliaferri… - Frontiers in Artificial …, 2021 - frontiersin.org
Late intrauterine growth restriction (IUGR) is a fetal pathological condition characterized by
chronic hypoxia secondary to placental insufficiency, resulting in an abnormal rate of fetal …

Early onset fetal growth restriction

A Nawathe, C Lees - Best Practice & Research Clinical Obstetrics & …, 2017 - Elsevier
Highlights•Early and late onsets FGR have different manifestations probably as a
consequence of different aetiopathologies.•The middle cerebral artery (MCA) Doppler is a …

Placental histopathology and pregnancy outcomes in “early” vs.“late” placental abruption

N Gonen, M Levy, M Kovo, L Schreiber, LK Noy… - Reproductive …, 2021 - Springer
Placenta-associated pregnancy complications (fetal growth restriction and preeclampsia)
are traditionally classified as “early” and “late” due to their different pathophysiology …

Preterm parturition and pre‐eclampsia: The confluence of two great gestational syndromes

A Jayaram, CH Collier, JN Martin - International Journal of …, 2020 - Wiley Online Library
Background Preterm birth (PTB) and pre‐eclampsia independently, and frequently
concurrently, adversely affect the pregnancy outcomes of millions of mothers and infants …

Задержка роста плода: современные подходы к диагностике и ведению беременности

МЕ Железова, ТП Зефирова… - Практическая …, 2019 - cyberleninka.ru
Цель работы провести систематический анализ научных зарубежных и отечественных
исследований, посвященных проблемам диагностики, наблюдения, тактики ведения …

Assessment of fetal modified myocardial performance index in early‐onset and late‐onset fetal growth restriction

L Zhang, J Han, N Zhang, Z Li, J Wang… - …, 2019 - Wiley Online Library
Aim To investigate the changes of modified myocardial performance index (Mod‐MPI) in
early‐onset and late‐onset fetal growth restriction (FGR) cases, and its association with …