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Characterizing Variability of Modular Brain Connectivity with Constrained Principal Component Analysis

Characterizing the variability of resting-state functional brain connectivity across subjects and/or over time has recently attracted much attention. Principal component analysis (PCA) serves as a fundamental statistical technique for such analyses. However, performing PCA on high-dimensional connec...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Hirayama, Jun-ichiro, Hyvärinen, Aapo, Kiviniemi, Vesa, Kawanabe, Motoaki, Yamashita, Okito
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5176286/
https://ncbi.nlm.nih.gov/pubmed/28002474
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0168180
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