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Publication Details
AFRICAN RESEARCH NEXUS
SHINING A SPOTLIGHT ON AFRICAN RESEARCH
neuroscience
Image processing and analysis methods for the Adolescent Brain Cognitive Development Study
NeuroImage, Volume 202, Article 116091, Year 2019
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Description
The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing, nationwide study of the effects of environmental influences on behavioral and brain development in adolescents. The main objective of the study is to recruit and assess over eleven thousand 9-10-year-olds and follow them over the course of 10 years to characterize normative brain and cognitive development, the many factors that influence brain development, and the effects of those factors on mental health and other outcomes. The study employs state-of-the-art multimodal brain imaging, cognitive and clinical assessments, bioassays, and careful assessment of substance use, environment, psychopathological symptoms, and social functioning. The data is a resource of unprecedented scale and depth for studying typical and atypical development. The aim of this manuscript is to describe the baseline neuroimaging processing and subject-level analysis methods used by ABCD. Processing and analyses include modality-specific corrections for distortions and motion, brain segmentation and cortical surface reconstruction derived from structural magnetic resonance imaging (sMRI), analysis of brain microstructure using diffusion MRI (dMRI), task-related analysis of functional MRI (fMRI), and functional connectivity analysis of resting-state fMRI. This manuscript serves as a methodological reference for users of publicly shared neuroimaging data from the ABCD Study. © 2019 Elsevier Inc.
Authors & Co-Authors
Hagler, Donald J.
United States, La Jolla
University of California, San Diego
Hatton, Sean N.
United States, La Jolla
University of California, San Diego
Fair, Damien A.
United States, Portland
Oregon Health & Science University
Dick, Anthony Steven
United States, Miami
Florida International University
Barch, Deanna M.
United States, St. Louis
Washington University in St. Louis
Watts, Richard A.
United States, New Haven
Yale University
Garavan, Hugh P.
United States, Burlington
The University of Vermont
Bartsch, Hauke
United States, La Jolla
University of California, San Diego
Tapert, Susan Frances
United States, La Jolla
University of California, San Diego
Squeglia, Lindsay M.
United States, Charleston
Medical University of South Carolina
Earl, Eric A.
United States, Portland
Oregon Health & Science University
Baker, Fiona C.
United States, Menlo Park
Sri International
Thompson, Wesley Kurt
United States, La Jolla
University of California, San Diego
Neale, Michael C.
United States, Richmond
Virginia Commonwealth University
Sowell, Elizabeth R.
United States, Los Angeles
Children's Hospital Los Angeles
Paulus, Martin P.
United States, Tulsa
Laureate Institute for Brain Research
van der Kouwe, André J.W. J.W.
United States, Boston
Massachusetts General Hospital
United States, Boston
Harvard Medical School
Glantz, Meyer D.
United States, Bethesda
National Institute on Drug Abuse Nida
Nagel, Bonnie J.
United States, Portland
Oregon Health & Science University
Goldstone, Aimée
United States, Menlo Park
Sri International
Pfefferbaum, Adolf
United States, Menlo Park
Sri International
Pohl, Kilian M.
United States, Menlo Park
Sri International
Prouty, Devin E.
United States, Menlo Park
Sri International
Uban, Kristina Andrea
United States, Irvine
University of California, Irvine
Bookheimer, Susan Yost
United States, Los Angeles
University of California, Los Angeles
Giedd, Jay Norman
United States, La Jolla
University of California, San Diego
Jacobus, Joanna
United States, La Jolla
University of California, San Diego
Patrick, Kevin M.
United States, La Jolla
University of California, San Diego
Banich, Marie T.
United States, Boulder
University of Colorado Boulder
Cottler, Linda B.
United States, Gainesville
University of Florida
Nixon, Sara Jo
United States, Gainesville
University of Florida
Chang, Linda L.
United States, Baltimore
University of Maryland School of Medicine
Ernst, Thomas M.
United States, Baltimore
University of Maryland School of Medicine
Heeringa, Steven G.
United States, Ann Arbor
University of Michigan, Ann Arbor
Schulenberg, John E.
United States, Ann Arbor
University of Michigan, Ann Arbor
Iacono, William G.
United States, Minneapolis
University of Minnesota Twin Cities
Clark, Duncan B.
United States, Pittsburgh
University of Pittsburgh
Foxe, John John
United States, Rochester
University of Rochester
Mruzek, Daniel W.
United States, Rochester
University of Rochester
Renshaw, Perry Franklin
United States, Salt Lake City
The University of Utah
Yurgelun-Todd, Deborah A.
United States, Salt Lake City
The University of Utah
Allgaier, Nicholas A.
United States, Burlington
The University of Vermont
Ivanova, Masha Y.
United States, Burlington
The University of Vermont
Larson, Christine L.
United States, Milwaukee
University of Wisconsin-milwaukee
Lisdahl, Krista M.
United States, Milwaukee
University of Wisconsin-milwaukee
Charness, Michael E.
United States, Boston
Harvard Medical School
United States, West Roxbury
Va Boston Healthcare System
United States, Boston
Boston University Chobanian & Avedisian School of Medicine
Maes, Hermine H.M.
United States, Richmond
Virginia Commonwealth University
Glaser, Paul E.A.
United States, St. Louis
Washington University in St. Louis
Heath, Andrew Christopher
United States, St. Louis
Washington University in St. Louis
Madden, Pamela A.F.
United States, St. Louis
Washington University in St. Louis
Constable, R. Todd
United States, New Haven
Yale University
Dowling, Gayathri J.
United States, Bethesda
National Institute on Drug Abuse Nida
Brown, Sandra A.
United States, La Jolla
University of California, San Diego
Jernigan, Terry L.
United States, La Jolla
University of California, San Diego
Dale, Anders M.
United States, La Jolla
University of California, San Diego
Statistics
Citations: 344
Authors: 55
Affiliations: 36
Identifiers
Doi:
10.1016/j.neuroimage.2019.116091
ISSN:
10538119
Research Areas
Mental Health
Substance Abuse