Image processing and analysis methods for the Adolescent Brain Cognitive Development Study

被引：502

作者：

Hagler, Donald J., Jr. ^{[1
]}

Hatton, SeanN ^{[1
]}

Cornejo, M. Daniela ^{[1
]}

Makowski, Carolina ^{[2
]}

Fair, Damien A. ^{[3
]}

Dick, Anthony Steven ^{[4
]}

Sutherland, Matthew T. ^{[4
]}

Casey, B. J. ^{[5
]}

Barch, Deanna M. ^{[6
]}

Harms, Michael P. ^{[6
]}

Watts, Richard ^{[5
]}

Bjork, James M. ^{[7
]}

Garavan, Hugh P. ^{[8
]}

Hilmer, Laura ^{[1
]}

Pung, Christopher J. ^{[1
]}

Sicat, Chelsea S. ^{[1
]}

Kuperman, Joshua ^{[1
]}

Bartsch, Hauke ^{[1
]}

Xue, Feng ^{[1
]}

Heitzeg, Mary M. ^{[9
]}

Laird, Angela R. ^{[4
]}

Trinh, Thanh T. ^{[1
]}

Gonzalez, Raul ^{[4
]}

Tapert, Susan F. ^{[1
]}

Riedel, Michael C. ^{[4
]}

Squeglia, Lindsay M. ^{[10
]}

Hyde, Luke W. ^{[9
]}

Rosenberg, Monica D. ^{[5
]}

Earl, Eric A. ^{[3
]}

Howlett, Katia D. ^{[11
]}

Baker, Fiona C. ^{[12
]}

Soules, Mary ^{[9
]}

Diaz, Jazmin ^{[1
]}

de Leon, Octavio Ruiz ^{[1
]}

Thompson, Wesley K. ^{[1
]}

Neale, Michael C. ^{[7
]}

Herting, Megan ^{[13
,14
]}

Sowell, Elizabeth R. ^{[14
]}

Alvarez, Ruben P. ^{[15
]}

Hawes, Samuel W. ^{[4
]}

Sanchez, Mariana ^{[4
]}

Bodurka, Jerzy ^{[16
]}

Breslin, Florence J. ^{[16
]}

Morris, Amanda Sheffield ^{[16
]}

Paulus, Martin P. ^{[16
]}

Simmons, W. Kyle ^{[16
]}

Polimeni, Jonathan R. ^{[17
,18
]}

van der Kouwe, Andre ^{[17
,18
]}

Nencka, Andrew S. ^{[19
]}

Gray, Kevin M. ^{[10
]}

机构：

[1] Univ Calif San Diego, La Jolla, CA 92093 USA

[2] McGill Univ, Montreal, PQ, Canada

[3] Oregon Hlth & Sci Univ, Portland, OR 97201 USA

[4] Florida Int Univ, Miami, FL 33199 USA

[5] Yale Univ, New Haven, CT 06520 USA

[6] Washington Univ, St Louis, MO 63110 USA

[7] Virginia Commonwealth Univ, Richmond, VA 23284 USA

[8] Univ Vermont, Burlington, VT 05405 USA

[9] Univ Michigan, Ann Arbor, MI 48109 USA

[10] Med Univ South Carolina, Charleston, SC 29425 USA

[11] NIDA, Bethesda, MD 20892 USA

[12] SRI Int, Menlo Pk, CA USA

[13] Univ Southern Calif, Los Angeles, CA USA

[14] Childrens Hosp Los Angeles, Los Angeles, CA 90027 USA

[15] Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, Bethesda, MD USA

[16] Laureate Inst Brain Res, Tulsa, OK USA

[17] Massachusetts Gen Hosp, Boston, MA 02114 USA

[18] Harvard Med Sch, Boston, MA 02115 USA

[19] Med Coll Wisconsin, Milwaukee, WI 53226 USA

[20] Natl Inst Biomed Imaging & Bioengn, Bethesda, MD USA

[21] NIAAA, Bethesda, MD USA

[22] Off Behav & Social Sci Res, Bethesda, MD USA

[23] Off Res Womens Hlth, Bethesda, MD USA

[24] Univ Calif Irvine, Irvine, CA 92717 USA

[25] Univ Calif Los Angeles, Los Angeles, CA 90024 USA

[26] Univ Calif San Francisco, San Francisco, CA 94143 USA

[27] Univ Colorado, Boulder, CO 80309 USA

[28] Univ Florida, Gainesville, FL 32611 USA

[29] Univ Maryland, Sch Med, Baltimore, MD 21201 USA

[30] Univ Massachusetts, Amherst, MA 01003 USA

[31] Univ Minnesota, Minneapolis, MN 55455 USA

[32] Univ Pittsburgh, Pittsburgh, PA 15260 USA

[33] Univ Rochester, Rochester, NY 14627 USA

[34] Univ Tennessee, Knoxville, TN 37996 USA

[35] Univ Utah, Salt Lake City, UT 84112 USA

[36] Univ Wisconsin, Milwaukee, WI 53201 USA

[37] VA Boston Healthcare Syst, Boston, MA USA

[38] Boston Univ, Sch Med, Boston, MA 02118 USA

来源：

NEUROIMAGE | 2019年 / 202卷

基金：

美国国家卫生研究院;

关键词：

Magnetic resonance imaging; ABCD; Data sharing; Adolescent; Processing pipeline; PROSPECTIVE MOTION CORRECTION; INTRINSIC FUNCTIONAL CONNECTIVITY; SURFACE-BASED ANALYSIS; HUMAN CEREBRAL-CORTEX; DIFFUSION-TENSOR; HEAD MOTION; ENVIRONMENTAL-INFLUENCES; GEOMETRICALLY ACCURATE; VOLUMETRIC NAVIGATORS; ALZHEIMERS-DISEASE;

D O I：

10.1016/j.neuroimage.2019.116091

中图分类号：

Q189 [神经科学];

学科分类号：

071006 ;

摘要：

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.

引用

页数：17

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