Clayden, J;
Thomas, D;
Kraskov, A;
(2019)
Tractography-based parcellation does not provide strong evidence of anatomical organisation within the thalamus.
NeuroImage
, 199
pp. 418-426.
10.1016/j.neuroimage.2019.06.019.
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Clayden_Tractography-based parcellation does not provide strong evidence of anatomical organisation within the thalamus_AAM.pdf - Accepted Version Download (3MB) | Preview |
Abstract
Connectivity-based parcellation of subcortical structures using diffusion tractography is now a common paradigm in neuroscience. These analyses often imply voxel-level specificity of connectivity, and the formation of compact, spatially coherent clusters is often taken as strong imaging-based evidence for anatomically distinct subnuclei in an individual. In this study, we demonstrate that internal structure in diffusion anisotropy is not necessary for a plausible parcellation to be obtained, by spatially permuting diffusion parameters within the thalami and repeating the parcellation. Moreover, we show that, in a winner-takes-all paradigm, most voxels receive the same label before and after this shuffling process—a finding that is stable across image acquisitions and tractography algorithms. We therefore suggest that such parcellations should be interpreted with caution.
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