Authors
Aaron Alexander-Bloch, Renaud Lambiotte, Ben Roberts, Jay Giedd, Nitin Gogtay, Ed Bullmore
Publication date
2012/2/15
Journal
Neuroimage
Volume
59
Issue
4
Pages
3889-3900
Publisher
Academic Press
Description
The modular organization of the brain network can vary in two fundamental ways. The amount of inter- versus intra-modular connections between network nodes can be altered, or the community structure itself can be perturbed, in terms of which nodes belong to which modules (or communities). Alterations have previously been reported in modularity, which is a function of the proportion of intra-modular edges over all modules in the network. For example, we have reported that modularity is decreased in functional brain networks in schizophrenia: There are proportionally more inter-modular edges and fewer intra-modular edges. However, despite numerous and increasing studies of brain modular organization, it is not known how to test for differences in the community structure, i.e., the assignment of regional nodes to specific modules. Here, we introduce a method based on the normalized mutual information …
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