Automatic, Age Consistent Reconstruction of the Corpus Callosum Guided by Coherency From In Utero Diffusion-Weighted MRI.
Journal
IEEE transactions on medical imaging
ISSN: 1558-254X
Titre abrégé: IEEE Trans Med Imaging
Pays: United States
ID NLM: 8310780
Informations de publication
Date de publication:
03 2020
03 2020
Historique:
pubmed:
10
8
2019
medline:
5
3
2021
entrez:
10
8
2019
Statut:
ppublish
Résumé
Reconstruction of white matter connectivity in the fetal brain from in utero diffusion-weighted magnetic resonance imaging (MRI) faces many challenges, including subject motion, small anatomical scale, and limited image resolution and signal. These issues are compounded by the need to track significant changes in structural connectivity throughout development. We present an automated method for improved reliability and completeness of tract extraction across a wide range of gestational ages, based on the geometry of coherent patterns in streamline tractography, and apply it to the reconstruction of the corpus callosum. This method, focused specifically at addressing the challenges of fetal brain imaging, avoids depending on a tractography atlas, and handles variations in size, shape, and tissue properties of developing brains, both between subjects and across ages. Although tractography from in utero MRI generally suffers from a significant number of misleading and missing pathways, we demonstrate the feasibility of extracting the coherent bundle of the corpus callosum while avoiding inappropriate diversions into other tracts.
Identifiants
pubmed: 31395540
doi: 10.1109/TMI.2019.2932681
pmc: PMC7189742
mid: NIHMS1573355
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
601-610Subventions
Organisme : NICHD NIH HHS
ID : P50 HD103524
Pays : United States
Organisme : NIBIB NIH HHS
ID : R01 EB017133
Pays : United States
Organisme : NINDS NIH HHS
ID : R01 NS055064
Pays : United States
Organisme : NICHD NIH HHS
ID : U54 HD083091
Pays : United States
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