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A Robust Sparse-Modeling Framework for Estimating Schizophrenia Biomarkers from fMRI

BACKGROUND: Our goal is to identify the brain regions most relevant to mental illness using neuroimaging. State of the art machine learning methods commonly suffer from repeatability difficulties in this application, particularly when using large and heterogeneous populations for samples. NEW METHOD...

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Detalhes bibliográficos
Publicado no:J Neurosci Methods
Main Authors: Dillon, Keith, Calhoun, Vince, Wang, Yu-Ping
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5237618/
https://ncbi.nlm.nih.gov/pubmed/27867012
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jneumeth.2016.11.005
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