Advances in fetal brain imaging
Sonography has been widely used to assess fetal growth and identify fetal anomalies, 1 and
although fetal neurosonography can analyze brain surface anatomy and maturation, 2 it has …
although fetal neurosonography can analyze brain surface anatomy and maturation, 2 it has …
A detailed spatiotemporal atlas of the white matter tracts for the fetal brain
This study presents the construction of a comprehensive spatiotemporal atlas of white matter
tracts in the fetal brain for every gestational week between 23 and 36 wk using diffusion MRI …
tracts in the fetal brain for every gestational week between 23 and 36 wk using diffusion MRI …
Diffusion mri with machine learning
D Karimi, SK Warfield - Imaging Neuroscience, 2024 - direct.mit.edu
Diffusion-weighted magnetic resonance imaging (dMRI) of the brain offers unique
capabilities including noninvasive probing of tissue microstructure and structural …
capabilities including noninvasive probing of tissue microstructure and structural …
Cross-age and cross-site domain shift impacts on deep learning-based white matter fiber estimation in newborn and baby brains
Deep learning models have shown great promise in estimating tissue microstructure from
limited diffusion magnetic resonance imaging data. However, these models face domain …
limited diffusion magnetic resonance imaging data. However, these models face domain …
Deep learning microstructure estimation of develo** brains from diffusion MRI: a newborn and fetal study
Diffusion-weighted magnetic resonance imaging (dMRI) is widely used to assess the brain
white matter. Fiber orientation distribution functions (FODs) are a common way of …
white matter. Fiber orientation distribution functions (FODs) are a common way of …
Recovering high‐quality fiber orientation distributions from a reduced number of diffusion‐weighted images using a model‐driven deep learning architecture
JJ Bartlett, CE Davey, LA Johnston… - Magnetic Resonance in …, 2024 - Wiley Online Library
Purpose The aim of this study was to develop a model‐based deep learning architecture to
accurately reconstruct fiber orientation distributions (FODs) from a reduced number of …
accurately reconstruct fiber orientation distributions (FODs) from a reduced number of …
[HTML][HTML] Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains
Diffusion Magnetic Resonance Imaging (dMRI) is a noninvasive method for depicting brain
microstructure in vivo. Fiber orientation distributions (FODs) are mathematical …
microstructure in vivo. Fiber orientation distributions (FODs) are mathematical …
A detailed spatio-temporal atlas of the white matter tracts for the fetal brain
This study presents the construction of a comprehensive spatiotemporal atlas detailing the
development of white matter tracts in the fetal brain using diffusion magnetic resonance …
development of white matter tracts in the fetal brain using diffusion magnetic resonance …