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Using neuroimaging to predict relapse in stimulant dependence: A comparison of linear and machine learning models

OBJECTIVE: Relapse rates are consistently high for stimulant user disorders. In order to obtain prognostic information about individuals in treatment, machine learning models have been applied to neuroimaging and clinical data. Yet few efforts have been made to test these models in independent sampl...

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Detalhes bibliográficos
Publicado no:Neuroimage Clin
Main Authors: Gowin, Joshua L., Ernst, Monique, Ball, Tali, May, April C., Sloan, Matthew E., Tapert, Susan F., Paulus, Martin P.
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6350259/
https://ncbi.nlm.nih.gov/pubmed/30665102
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2019.101676
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