Machine learning in fetal cardiology: what to expect

P Garcia-Canadilla, S Sanchez-Martinez… - Fetal diagnosis and …, 2020 - karger.com
In fetal cardiology, imaging (especially echocardiography) has demonstrated to help in the
diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially …

Pregnancy: an underutilized window of opportunity to improve long-term maternal and infant health—an appeal for continuous family care and interdisciplinary …

B Arabin, AA Baschat - Frontiers in pediatrics, 2017 - frontiersin.org
Physiologic adaptations during pregnancy unmask a woman's predisposition to diseases.
Complications are increasingly predicted by first-trimester algorithms, amplify a pre-existing …

Society for Maternal-Fetal Medicine Consult Series# 52: diagnosis and management of fetal growth restriction:(replaces clinical guideline number 3, April 2012)

JG Martins, JR Biggio, A Abuhamad… - American journal of …, 2020 - Elsevier
Fetal growth restriction can result from a variety of maternal, fetal, and placental conditions. It
occurs in up to 10% of pregnancies and is a leading cause of infant morbidity and mortality …

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 …

Intrauterine growth restriction: impact on cardiovascular development and function throughout infancy

E Cohen, FY Wong, RSC Horne, SR Yiallourou - Pediatric research, 2016 - nature.com
Intrauterine growth restriction (IUGR) refers to the situation where a fetus does not grow
according to its genetic growth potential. One of the main causes of IUGR is uteroplacental …

Persistence of cardiac remodeling in preadolescents with fetal growth restriction

SI Sarvari, M Rodriguez-Lopez… - Circulation …, 2017 - Am Heart Assoc
Background—Fetal growth restriction (FGR) affects 5% to 10% of newborns and is
associated with increased cardiovascular mortality in adulthood. We evaluated whether …

Descriptive analysis of different phenotypes of cardiac remodeling in fetal growth restriction

M Rodríguez‐López, M Cruz‐Lemini… - … in Obstetrics & …, 2017 - Wiley Online Library
Objective To identify different cardiac phenotypes among cases of fetal growth restriction
(FGR). Methods Echocardiography was performed in 126 cases with FGR (birth weight< …

Fetal cardiac remodeling and dysfunction is associated with both preeclampsia and fetal growth restriction

L Youssef, J Miranda, C Paules, L Garcia-Otero… - American journal of …, 2020 - Elsevier
Background Preeclampsia and fetal growth restriction share some pathophysiologic features
and are both associated with placental insufficiency. Fetal cardiac remodeling has been …

Perinatal changes in cardiac geometry and function in growth‐restricted fetuses at term

O Patey, JS Carvalho… - Ultrasound in Obstetrics …, 2019 - Wiley Online Library
Objective To evaluate the effect of fetal growth restriction (FGR) at term on fetal and neonatal
cardiac geometry and function. Methods This was a prospective study of 87 pregnant …

24‐segment sphericity index: a new technique to evaluate fetal cardiac diastolic shape

GR DeVore, B Klas, G Satou… - Ultrasound in Obstetrics …, 2018 - Wiley Online Library
Objective Because of parallel circulation in the fetus and the differential effect that various
disease states may have on the shape of the right and left ventricles, this study was …