Utility of Machine-Learning Approaches to Identify Behavioral Markers for Substance Use Disorders: Impulsivity Dimensions as Predictors of Current Cocaine Dependence

BACKGROUND: Identifying objective and accurate markers of cocaine dependence (CD) can innovate its prevention and treatment. Existing evidence suggests that CD is characterized by a wide range of cognitive deficits, most notably by increased impulsivity. Impulsivity is multidimensional and it is unc...

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Detalhes bibliográficos
Publicado no:Front Psychiatry
Main Authors: Ahn, Woo-Young, Ramesh, Divya, Moeller, Frederick Gerard, Vassileva, Jasmin
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Psychiatry
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4785183/
https://ncbi.nlm.nih.gov/pubmed/27014100
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpsyt.2016.00034
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