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Using Machine Learning to Classify Individuals With Alcohol Use Disorder Based on Treatment Seeking Status

OBJECTIVE: The authors used a decision tree classifier to reduce neuropsychological, behavioral and laboratory measures to a subset of measures that best predicted whether an individual with alcohol use disorder (AUD) seeks treatment. METHOD: Clinical measures (N = 178) from 778 individuals with AUD...

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Detalles Bibliográficos
Autores principales: Lee, Mary R., Sankar, Vignesh, Hammer, Aaron, Kennedy, William G., Barb, Jennifer J., McQueen, Philip G., Leggio, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6677650/
https://www.ncbi.nlm.nih.gov/pubmed/31388665
http://dx.doi.org/10.1016/j.eclinm.2019.05.008