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Exploring the Anatomical Basis of Effective Connectivity Models with DTI-Based Fiber Tractography
Author(s) -
Hubert Fonteijn,
David G. Norris,
Frans A. J. Verstraten
Publication year - 2008
Publication title -
international journal of biomedical imaging
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.626
H-Index - 41
eISSN - 1687-4196
pISSN - 1687-4188
DOI - 10.1155/2008/423192
Subject(s) - tractography , diffusion mri , fiber tract , basis (linear algebra) , computer science , functional connectivity , artificial intelligence , pattern recognition (psychology) , neuroscience , biology , magnetic resonance imaging , medicine , mathematics , radiology , geometry
Diffusion tensor imaging (DTI) is considered to be a promising tool for revealing the anatomical basis of functional networks. In this study, we investigate the potential of DTI to provide the anatomical basis of paths that are used in studies of effective connectivity, using structural equation modeling. We have taken regions of interest from eight previously published studies, and examined the connectivity as defined by DTI-based fiber tractography between these regions. The resulting fiber tracts were then compared with the paths proposed in the original studies. For a substantial number of connections, we found fiber tracts that corresponded to the proposed paths. More importantly, we have also identified a number of cases in which tractography suggested direct connections which were not included in the original analyses. We therefore conclude that DTI-based fiber tractography can be a valuable tool to study the anatomical basis of functional networks.

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