Brain Mapping of Behavioral Domains Using Multi-Scale Networks and Canonical Correlation Analysis

Brain Mapping of Behavioral Domains Using Multi-Scale Networks and Canonical Correlation Analysis

Simultaneous mapping of multiple behavioral domains into brain networks remains a major challenge. Here, we shed some light on this problem by employing a combination of machine learning, structural and functional brain networks at different spatial resolutions (also known as scales), together with...

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Bibliographic Details
Main Authors: Izaro Fernandez-Iriondo, Antonio Jimenez-Marin, Basilio Sierra, Naiara Aginako, Paolo Bonifazi, Jesus M. Cortes
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Neuroscience
Subjects:
brain network mapping
multi-scale networks
functional MRI
diffusion MRI
behavior
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.889725/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.889725/full

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