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Mapping structural connectivity using diffusion MRI : challenges and opportunities

Yeh, Chun-Hung, Jones, Derek K., Liang, Xiaoyun, Descoteaux, Maxime and Connelly, Alan 2020. Mapping structural connectivity using diffusion MRI : challenges and opportunities. Journal of Magnetic Resonance Imaging 10.1002/jmri.27188

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Abstract

Diffusion MRI‐based tractography is the most commonly‐used technique when inferring the structural brain connectome, i.e., the comprehensive map of the connections in the brain. The utility of graph theory—a powerful mathematical approach for modeling complex network systems—for analyzing tractography‐based connectomes brings important opportunities to interrogate connectome data, providing novel insights into the connectivity patterns and topological characteristics of brain structural networks. When applying this framework, however, there are challenges, particularly regarding methodological and biological plausibility. This article describes the challenges surrounding quantitative tractography and potential solutions. In addition, challenges related to the calculation of global network metrics based on graph theory are discussed.Evidence Level: 5Technical Efficacy: Stage 1

Item Type: Article
Date Type: Published Online
Status: In Press
Schools: Psychology
Publisher: Wiley
ISSN: 1053-1807
Funders: Wellcome Trust
Date of First Compliant Deposit: 2 September 2020
Date of Acceptance: 21 April 2020
Last Modified: 11 Sep 2020 14:31
URI: http://orca-mwe.cf.ac.uk/id/eprint/134608

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