Network curvature as a hallmark of brain structural connectivity

The brain can often continue to function despite lesions in many areas, but damage to particular locations may have serious effects. Here, the authors use the concept of Ollivier-Ricci curvature to investigate the robustness of brain networks.

Bibliographic Details
Main Authors: Hamza Farooq, Yongxin Chen, Tryphon T. Georgiou, Allen Tannenbaum, Christophe Lenglet
Format: Article
Language:English
Published: Nature Publishing Group 2019-10-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-019-12915-x
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spelling doaj-6e120c3b1322468ab9114def847ffb632021-05-11T11:44:49ZengNature Publishing GroupNature Communications2041-17232019-10-0110111110.1038/s41467-019-12915-xNetwork curvature as a hallmark of brain structural connectivityHamza Farooq0Yongxin Chen1Tryphon T. Georgiou2Allen Tannenbaum3Christophe Lenglet4Department of Electrical and Computer Engineering, University of MinnesotaSchool of Aerospace Engineering, Georgia Institute of TechnologyDepartment of Mechanical and Aerospace Engineering, University of CaliforniaDepartments of Computer Science and Applied Mathematics & Statistics, Stony Brook UniversityCenter for Magnetic Resonance Research, University of MinnesotaThe brain can often continue to function despite lesions in many areas, but damage to particular locations may have serious effects. Here, the authors use the concept of Ollivier-Ricci curvature to investigate the robustness of brain networks.https://doi.org/10.1038/s41467-019-12915-x
collection DOAJ
language English
format Article
sources DOAJ
author Hamza Farooq
Yongxin Chen
Tryphon T. Georgiou
Allen Tannenbaum
Christophe Lenglet
spellingShingle Hamza Farooq
Yongxin Chen
Tryphon T. Georgiou
Allen Tannenbaum
Christophe Lenglet
Network curvature as a hallmark of brain structural connectivity
Nature Communications
author_facet Hamza Farooq
Yongxin Chen
Tryphon T. Georgiou
Allen Tannenbaum
Christophe Lenglet
author_sort Hamza Farooq
title Network curvature as a hallmark of brain structural connectivity
title_short Network curvature as a hallmark of brain structural connectivity
title_full Network curvature as a hallmark of brain structural connectivity
title_fullStr Network curvature as a hallmark of brain structural connectivity
title_full_unstemmed Network curvature as a hallmark of brain structural connectivity
title_sort network curvature as a hallmark of brain structural connectivity
publisher Nature Publishing Group
series Nature Communications
issn 2041-1723
publishDate 2019-10-01
description The brain can often continue to function despite lesions in many areas, but damage to particular locations may have serious effects. Here, the authors use the concept of Ollivier-Ricci curvature to investigate the robustness of brain networks.
url https://doi.org/10.1038/s41467-019-12915-x
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AT tryphontgeorgiou networkcurvatureasahallmarkofbrainstructuralconnectivity
AT allentannenbaum networkcurvatureasahallmarkofbrainstructuralconnectivity
AT christophelenglet networkcurvatureasahallmarkofbrainstructuralconnectivity
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