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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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Detalles Bibliográficos
Autores principales: Park, Sang Hyun, Zhang, Yong, Kwon, Dongjin, Zhao, Qingyu, Zahr, Natalie M., Pfefferbaum, Adolf, Sullivan, Edith V., Pohl, Kilian M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974423/
https://www.ncbi.nlm.nih.gov/pubmed/29844507
http://dx.doi.org/10.1038/s41598-018-26627-7