Machine learning algorithm accurately detects fMRI signature of vulnerability to major depression

Standard functional magnetic resonance imaging (fMRI) analyses cannot assess the potential of a neuroimaging signature as a biomarker to predict individual vulnerability to major depression (MD). Here, we use machine learning for the first time to address this question. Using a recently identified n...

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Detalhes bibliográficos
Publicado no:Psychiatry Res
Main Authors: Sato, João R., Moll, Jorge, Green, Sophie, Deakin, John F.W., Thomaz, Carlos E., Zahn, Roland
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier/North-Holland Biomedical Press 2015
Assuntos:
Short Communication
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4834459/
https://ncbi.nlm.nih.gov/pubmed/26187550
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.pscychresns.2015.07.001
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