Retrospective motion correction in foetal MRI for clinical applications: existing methods, applications and integration into clinical practice
AU Uus, A Egloff Collado, TA Roberts… - The British journal of …, 2023 - academic.oup.com
Foetal MRI is a complementary imaging method to antenatal ultrasound. It provides
advanced information for detection and characterisation of foetal brain and body anomalies …
advanced information for detection and characterisation of foetal brain and body anomalies …
Total and regional brain volumes in fetuses with congenital heart disease
Background Congenital heart disease (CHD) is common and is associated with impaired
early brain development and neurodevelopmental outcomes, yet the exact mechanisms …
early brain development and neurodevelopmental outcomes, yet the exact mechanisms …
Structural covariance networks in the fetal brain reveal altered neurodevelopment for specific subtypes of congenital heart disease
Background Altered structural brain development has been identified in fetuses with
congenital heart disease (CHD), suggesting that the neurodevelopmental impairment …
congenital heart disease (CHD), suggesting that the neurodevelopmental impairment …
Fully automated planning for anatomical fetal brain MRI on 0.55 T
S Neves Silva, S McElroy… - Magnetic …, 2024 - Wiley Online Library
Purpose Widening the availability of fetal MRI with fully automatic real‐time planning of
radiological brain planes on 0.55 T MRI. Methods Deep learning‐based detection of key …
radiological brain planes on 0.55 T MRI. Methods Deep learning‐based detection of key …
Automated multi-class fetal cardiac vessel segmentation in aortic arch anomalies using t2-weighted 3D fetal MRI
P Ramirez Gilliland, A Uus, MPM van Poppel… - … Workshop on Preterm …, 2022 - Springer
Congenital heart disease (CHD) encompasses a range of cardiac malformations present
from birth, representing the leading congenital diagnosis. 3D volumetric reconstructions of …
from birth, representing the leading congenital diagnosis. 3D volumetric reconstructions of …
Fully automated planning for anatomical fetal brain MRI on 0.55 T
Purpose: Widening the availability of fetal MRI with fully automatic real-time planning of
radiological brain planes on 0.55 T MRI. Methods: Deep learning-based detection of key …
radiological brain planes on 0.55 T MRI. Methods: Deep learning-based detection of key …
AutOmatic floW planning for fetaL MRI (OWL)
SN Silva, T Woodgate, S McElroy, M Cleri… - arXiv preprint arXiv …, 2024 - arxiv.org
Two subsequent deep learning networks, one localizing the fetal chest and one identifying a
set of landmarks on a coronal whole-uterus balanced steady-state free precession scan …
set of landmarks on a coronal whole-uterus balanced steady-state free precession scan …
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI
P Ramirez, A Uus, MPM van Poppel… - Machine Learning …, 2023 - melba-journal.org
Abstract Congenital Heart Disease (CHD) is a group of cardiac malformations present
already during fetal life, representing the prevailing category of birth defects globally. Our …
already during fetal life, representing the prevailing category of birth defects globally. Our …
Automated atlas-based multi-label fetal cardiac vessel segmentation in Congenital Heart Disease
Congenital heart disease (CHD) is the most commonly diagnosed birth defect. T2w black
blood MRI provides optimal vessel visualisation, aiding prenatal CHD diagnosis. Common …
blood MRI provides optimal vessel visualisation, aiding prenatal CHD diagnosis. Common …
Evaluation of dynamic 2D-EPI acquisitions for fetal brain tracking with neural networks
Fetal MRI and MRS are often compromised due to unpredictable fetal motion and commonly
require multiple repetitions for diagnostic studies. To overcome these limitations, we are …
require multiple repetitions for diagnostic studies. To overcome these limitations, we are …