Utility of Machine-Learning Approaches to Identify Behavioral Markers for Substance Use Disorders: Impulsivity Dimensions as Predictors of Current Cocaine Dependence
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Title
Utility of Machine-Learning Approaches to Identify Behavioral Markers for Substance Use Disorders: Impulsivity Dimensions as Predictors of Current Cocaine Dependence
Authors
Keywords
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Journal
Frontiers in Psychiatry
Volume 7, Issue -, Pages -
Publisher
Frontiers Media SA
Online
2016-03-10
DOI
10.3389/fpsyt.2016.00034
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- (2013) Katherine S. Button et al. NATURE REVIEWS NEUROSCIENCE
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- (2009) D. E. Evans et al. GENES BRAIN AND BEHAVIOR
- The Iowa Gambling Task in fMRI images
- (2009) Xiangrui Li et al. HUMAN BRAIN MAPPING
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