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 …

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 …

Proliferation and maturation: janus and the art of cardiac tissue engineering

BN Singh, D Yucel, BI Garay, EG Tolkacheva… - Circulation …, 2023 - Am Heart Assoc
During cardiac development and morphogenesis, cardiac progenitor cells differentiate into
cardiomyocytes that expand in number and size to generate the fully formed heart. Much is …

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 …

Artificial intelligence in perinatal diagnosis and management of congenital heart disease

CD Reddy, J Van den Eynde, S Kutty - Seminars in Perinatology, 2022 - Elsevier
Prenatal diagnosis and management of congenital heart disease (CHD) has progressed
substantially in the past few decades. Fetal echocardiography can accurately detect and …

Cardiac remodeling from the fetus to adulthood

L Youssef, R Castellani… - Journal of Clinical …, 2023 - Wiley Online Library
Prenatal cardiac remodeling refers to in utero changes in the fetal heart that occur as a
response to an adverse intrauterine environment. In this article, we will review the main …

[HTML][HTML] Advanced imaging of fetal cardiac function

H Kühle, SKS Cho, N Barber, DS Goolaub… - Frontiers in …, 2023 - frontiersin.org
Over recent decades, a variety of advanced imaging techniques for assessing
cardiovascular physiology and cardiac function in adults and children have been applied in …

Cardiac remodeling in fetuses conceived by ARTs: fresh versus frozen embryo transfer

ML Boutet, G Casals, B Valenzuela-Alcaraz… - Human …, 2021 - academic.oup.com
STUDY QUESTION Do fetuses from frozen embryo transfer (FET) present signs of cardiac
remodeling and suboptimal function similar to those observed in fetuses from fresh embryo …

4D fetal echocardiography—an update

GR DeVore, G Satou, M Sklansky - Echocardiography, 2017 - Wiley Online Library
With the introduction of the electronic 4‐dimensional and spatial‐temporal image
Correlation (e‐STIC), it is now possible to obtain large volume datasets of the fetal heart that …

Feasibility of 4D-Spatio Temporal Image Correlation (STIC) in the Comprehensive Assessment of the Fetal Heart Using FetalHQ®

L Nogué, O Gómez, N Izquierdo, C Mula… - Journal of Clinical …, 2022 - mdpi.com
Fetal Heart Quantification (FetalHQ®) is a novel speckle tracking software that permits the
study of global and regional ventricular shape and function from a 2D four-chamber-view …