A structural enriched functional network: An application to predict brain cognitive performance

•A new method incorporating GraphNet and simplex constraints is proposed to estimate interpretable and structural enriched functional brain networks.•An efficient optimization algorithm using the projected gradient descent method is proposed for the construction of structural enriched functional bra...

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Bibliographic Details
Published in:	Medical image analysis Vol. 71; p. 102026
Main Authors:	Kim, Mansu, Bao, Jingxuan, Liu, Kefei, Park, Bo-yong, Park, Hyunjin, Baik, Jae Young, Shen, Li
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.07.2021 Elsevier BV
Subjects:	Brain Cognitive ability Enrichment Functional anatomy Functional network Graph-constrained elastic net Magnetic resonance imaging Nervous system Neuroimaging Performance enhancement Performance prediction Regression models Simplex regression Structure-function coupling Structure-function relationships Structure-function coupling Graph-constrained elastic net Simplex regression Functional network
ISSN:	1361-8415, 1361-8423, 1361-8423
Online Access:	Get full text
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