Article
Multi-scale network regression for brain-phenotype associations.
Human brain mapping - 1 Jul 2020
Xia Cedric Huchuan, Ma Zongming, Cui Zaixu, Bzdok Danilo, Thirion Bertrand, Bassett Danielle S, Satterthwaite Theodore D, Shinohara Russell T, Witten Daniela M
Abstract excerpt
Brain networks are increasingly characterized at different scales, including summary statistics, community connectivity, and individual edges. While research relating brain networks to behavioral measurements has yielded many insights into brain-phenotype relationships, common analytical approaches only consider network information at a single scale. Here, we designed, implemented, and deployed Multi-Scale...
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