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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Neuroimage Clin
Prif Awduron: Gowin, Joshua L., Ernst, Monique, Ball, Tali, May, April C., Sloan, Matthew E., Tapert, Susan F., Paulus, Martin P.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2019
Pynciau:
Mynediad Ar-lein: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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