scholarly journals Multi-channel Registration for Diffusion MRI: Longitudinal Analysis for the Neonatal Brain

Author(s):  
Alena Uus ◽  
Maximilian Pietsch ◽  
Irina Grigorescu ◽  
Daan Christiaens ◽  
Jacques-Donald Tournier ◽  
...  
2021 ◽  
Author(s):  
Wenchuan Wu ◽  
Luke Baxter ◽  
Sebastian W Rieger ◽  
Eleri Adams ◽  
Jesper L. R. Andersson ◽  
...  

Diffusion MRI of the neonatal brain allows investigation of the organisational structure of maturing fibres during brain development. Post-mortem imaging has the potential to achieve high resolution by using long scan times, enabling precise assessment of small structures. The Forget-Me-Not study, part of the Developing Human Connectome Project (dHCP), aims to acquire and publicly distribute high-resolution diffusion MRI data for unfixed post-mortem neonatal brain at 7T with a custom-built head coil. This paper describes how the study addressed logistical, technical and ethical challenges relating to recruitment pipeline, care pathway, tissue preservation, scan setup and protocol optimisation. Results from the first subject recruited to the study demonstrate high-quality diffusion MRI data. Preliminary voxel-wise and tractography-based analyses are presented for the cortical plate, subplate and white matter pathways, with comparison to age-matched in vivo dHCP data. These results demonstrate that high quality post-mortem data can be acquired and provide a sensitive means to explore the developing human brain, as well as altered diffusion properties consistent with post-mortem changes, at high resolution.


Author(s):  
Keerthana Chintalapati ◽  
Hanyang Miao ◽  
Amit Mathur ◽  
Jeff Neil ◽  
Bhooma R. Aravamuthan

2020 ◽  
Vol 11 ◽  
Author(s):  
Manuel Blesa ◽  
Paola Galdi ◽  
Gemma Sullivan ◽  
Emily N. Wheater ◽  
David Q. Stoye ◽  
...  

2021 ◽  
Author(s):  
Alena Uus ◽  
Irina Grigorescu ◽  
Maximillian Pietsch ◽  
Dafnis Batalle ◽  
Daan Christiaens ◽  
...  

ABSTRACTStructural and diffusion MRI provide complimentary anatomical and microstructural characterization of early brain maturation. The existing models of the developing brain in time include only either structural or diffusion channels. Furthermore, there is a lack of tools for combined analysis of structural and diffusion MRI in the same reference space.In this work we propose methodology to generate multi-channel (MC) continuous spatio-temporal parametrized atlas of brain development based on MC registration driven by both T2-weighted and orientation distribution functions (ODF) channels along with the Gompertz model (GM) fitting of the signals and spatial transformations in time. We construct a 4D MC atlas of neonatal brain development during 38 to 44 week PMA range from 170 normal term subjects from developing Human Connectomme Project. The resulting atlas consists of fourteen spatio-temporal microstructural indices and two parcellation maps delineating white matter tracts and neonatal transient structures. We demonstrate applicability of the atlas for quantitative region-specific comparison of 140 term and 40 preterm subjects scanned at the term-equivalent age. We show multi-parametric microstructural differences in multiple white matter regions, including the transient compartments. The atlas and software will be available after publication of the article.


2005 ◽  
Vol 94 (0) ◽  
pp. 50b-50
Author(s):  
J Holm ◽  
M Gamborg ◽  
S Gammeltoft ◽  
L Ward ◽  
B Heitmann ◽  
...  

2005 ◽  
Vol 94 (0) ◽  
pp. 53a-53
Author(s):  
J Holm ◽  
M Gamborg ◽  
S Gammeltoft ◽  
L Ward ◽  
B Heitmann ◽  
...  

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