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On the construction of an inter-subject diffusion tensor magnetic resonance atlas of the healthy human brain
Authors:Van Hecke Wim  Sijbers Jan  D'Agostino Emiliano  Maes Frederik  De Backer Steve  Vandervliet Evert  Parizel Paul M  Leemans Alexander
Affiliation:Visionlab (Department of Physics), University of Antwerp, Antwerp, Belgium. Wim.Vanhecke@ua.ac.be
Abstract:
Voxel based morphometry (VBM) has been increasingly applied to detect diffusion tensor (DT) image abnormalities in patients for different pathologies. An important requisite for a robust VBM analysis is the availability of a high-dimensional non-rigid coregistration technique that is able to align both the spatial and the orientational DT information. Consequently, there is a need for an inter-subject DTI atlas as a group specific reference frame that also contains this orientational DT information. In this work, a population based DTI atlas has been developed that incorporates such orientational DT information with high accuracy and precision. The proposed methodology for constructing such an atlas is compared with a subject based DTI atlas, in which a single subject is selected as the reference image. Our results demonstrate that the population based atlas framework is more accurate with respect to the underlying diffusion information.
Keywords:
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