Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals

Group analysis of brain magnetic resonance imaging (MRI) metrics frequently employs generalized additive models (GAM) to remove contributions of confounding factors before identifying cohort specific characteristics. For example, the National Consortium on Alcohol and NeuroDevelopment in Adolescence...

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Bibliographic Details
Published in:Sci Rep
Main Authors: Park, Sang Hyun, Zhang, Yong, Kwon, Dongjin, Zhao, Qingyu, Zahr, Natalie M., Pfefferbaum, Adolf, Sullivan, Edith V., Pohl, Kilian M.
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5974423/
https://ncbi.nlm.nih.gov/pubmed/29844507
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-018-26627-7
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