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PMID: 18037310 Published · ppublish English Journal Article Research Support, N.I.H., Extramural

Construction of a 3D probabilistic atlas of human cortical structures.

NeuroImage ·Vol. 39 ·No. 3 ·2008-02-01 ·Pages 1064-80

Shattuck DW, Mirza M, Adisetiyo V, Hojatkashani C, Salamon G, Narr KL, Poldrack RA, Bilder RM, Toga AW

Abstract

We describe the construction of a digital brain atlas composed of data from manually delineated MRI data. A total of 56 structures were labeled in MRI of 40 healthy, normal volunteers. This labeling was performed according to a set of protocols developed for this project. Pairs of raters were assigned to each structure and trained on the protocol for that structure. Each rater pair was tested for concordance on 6 of the 40 brains; once they had achieved reliability standards, they divided the task of delineating the remaining 34 brains. The data were then spatially normalized to well-known templates using 3 popular algorithms: AIR5.2.5's nonlinear warp (Woods et al., 1998) paired with the ICBM452 Warp 5 atlas (Rex et al., 2003), FSL's FLIRT (Smith et al., 2004) was paired with its own template, a skull-stripped version of the ICBM152 T1 average; and SPM5's unified segmentation method (Ashburner and Friston, 2005) was paired with its canonical brain, the whole head ICBM152 T1 average. We thus produced 3 variants of our atlas, where each was constructed from 40 representative samples of a data processing stream that one might use for analysis. For each normalization algorithm, the individual structure delineations were then resampled according to the computed transformations. We next computed averages at each voxel location to estimate the probability of that voxel belonging to each of the 56 structures. Each version of the atlas contains, for every voxel, probability densities for each region, thus providing a resource for automated probabilistic labeling of external data types registered into standard spaces; we also computed average intensity images and tissue density maps based on the three methods and target spaces. These atlases will serve as a resource for diverse applications including meta-analysis of functional and structural imaging data and other bioinformatics applications where display of arbitrary labels in probabilistically defined anatomic space will facilitate both knowledge-based development and visualization of findings from multiple disciplines.

MeSH Terms
Adolescent Adult Algorithms Atlases as Topic Brain Mapping Cerebral Cortex/anatomy & histology,physiology Echo-Planar Imaging Humans Image Processing, Computer-Assisted Likelihood Functions Models, Statistical Nonlinear Dynamics Observer Variation Reference Values
Authors & Affiliations
9 authors, click to expand affiliations / ORCID
Shattuck David W
Laboratory of Neuro Imaging, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, 635 Charles Young Drive South, NRB1, Suite 225, Los Angeles, CA 90095, USA. [email protected]
Mirza Mubeena
Adisetiyo Vitria
Hojatkashani Cornelius
Salamon Georges
Narr Katherine L
Poldrack Russell A
Bilder Robert M
Toga Arthur W
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Article Info
Journal
NeuroImage
Abbr.
Neuroimage
ISSN
1053-8119
Published
2008-02-01
Epub
2007-00-26
Pages
1064-80
Language
English
Region
United States
NLM ID
9215515
PMCID
PMC2757616
Subset
IM
Grants
NCRR NIH HHS · U54 RR021813-04 · United States
NCRR NIH HHS · P41 RR013642-05 · United States
NCRR NIH HHS · P20-RR020750 · United States
NCRR NIH HHS · P41 RR013642-030002 · United States
NCRR NIH HHS · P41 RR013642-020002 · United States
NCRR NIH HHS · U54 RR021813-03 · United States
NCRR NIH HHS · U54-RR021813 · United States
NCRR NIH HHS · U54 RR021813-01 · United States
NCRR NIH HHS · P41 RR013642 · United States
NCRR NIH HHS · P41-RR013642 · United States
NIMH NIH HHS · R01 MH060374 · United States
NCRR NIH HHS · P20 RR020750 · United States
NIMH NIH HHS · R01-MH60374 · United States
NCRR NIH HHS · U54 RR021813 · United States
NCRR NIH HHS · U54 RR021813-02 · United States
NCRR NIH HHS · P41 RR013642-040002 · United States
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