Harmonized diffusion MRI data and white matter measures from the Adolescent Brain Cognitive Development Study.
Journal
Scientific data
ISSN: 2052-4463
Titre abrégé: Sci Data
Pays: England
ID NLM: 101640192
Informations de publication
Date de publication:
27 Feb 2024
27 Feb 2024
Historique:
received:
25
05
2023
accepted:
12
02
2024
medline:
29
2
2024
pubmed:
28
2
2024
entrez:
27
2
2024
Statut:
epublish
Résumé
The Adolescent Brain Cognitive Development (ABCD) Study® has collected data from over 10,000 children across 21 sites, providing insights into adolescent brain development. However, site-specific scanner variability has made it challenging to use diffusion MRI (dMRI) data from this study. To address this, a dataset of harmonized and processed ABCD dMRI data (from release 3) has been created, comprising quality-controlled imaging data from 9,345 subjects, focusing exclusively on the baseline session, i.e., the first time point of the study. This resource required substantial computational time (approx. 50,000 CPU hours) for harmonization, whole-brain tractography, and white matter parcellation. The dataset includes harmonized dMRI data, 800 white matter clusters, 73 anatomically labeled white matter tracts in full and low resolution, and 804 different dMRI-derived measures per subject (72.3 TB total size). Accessible via the NIMH Data Archive, it offers a large-scale dMRI dataset for studying structural connectivity in child and adolescent neurodevelopment. Additionally, several post-harmonization experiments were conducted to demonstrate the success of the harmonization process on the ABCD dataset.
Identifiants
pubmed: 38413633
doi: 10.1038/s41597-024-03058-w
pii: 10.1038/s41597-024-03058-w
pmc: PMC10899197
doi:
Types de publication
Dataset
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
249Subventions
Organisme : NIDA NIH HHS
ID : U24 DA041147
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051039
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041120
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051018
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041093
Pays : United States
Organisme : NIDA NIH HHS
ID : U24 DA041123
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051038
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051037
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA051016
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041106
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041117
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041148
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH132610
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041174
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041134
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041022
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH119222
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041156
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050987
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041025
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050989
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041089
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA050988
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041028
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH125860
Pays : United States
Organisme : NIDA NIH HHS
ID : U01 DA041048
Pays : United States
Commentaires et corrections
Type : UpdateOf
Informations de copyright
© 2024. The Author(s).
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