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. 2018 May 14;12:184. doi: 10.3389/fnhum.2018.00184

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Copyright © 2018 Zhao, Zhang, Rekik, An and Shen.

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

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Connectogram and involved brain regions of the top 10 discriminative connections selected by our framework in (A) the low-order FC network (LON), (B) the first-level high-order FC network (HON-1) and (C) the second-level high-order FC network (HON-2), respectively. The thickness of each line reflects its selection frequency, i.e., thicker lines indicate higher selection frequency. The brain slice view shows the involved brain regions (or ROIs). The brain slices were located at (−5, 4, 9) in the standard Montreal Neurological Institute (MNI) space. For the abbreviations of brain regions, please refer to Table 6.