Multivariate approaches improve the reliability and validity of functional connectivity and prediction of individual behaviors

Brain functional connectivity features can predict cognition and behavior at the level of the individual. Most studies measure univariate signals, correlating timecourses from the average of constituent voxels in each node. While straightforward, this approach overlooks the spatial patterns of voxel...

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Udgivet i:Neuroimage
Main Authors: Yoo, Kwangsun, Rosenberg, Monica D, Noble, Stephanie, Scheinost, Dustin, Constable, R Todd, Chun, Marvin M
Format: Artigo
Sprog:Inglês
Udgivet: 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6591084/
https://ncbi.nlm.nih.gov/pubmed/31039408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2019.04.060
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