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A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing

Motivational Interviewing (MI) is an efficacious treatment for substance use disorders and other problem behaviors. Studies on MI fidelity and mechanisms of change typically use human raters to code therapy sessions, which requires considerable time, training, and financial costs. Natural language p...

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Библиографические подробности
Опубликовано в: :J Subst Abuse Treat
Главные авторы: Tanana, Michael, Hallgren, Kevin A., Imel, Zac E., Atkins, David C., Srikumar, Vivek
Формат: Artigo
Язык:Inglês
Опубликовано: 2016
Предметы:
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC4842096/
https://ncbi.nlm.nih.gov/pubmed/26944234
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jsat.2016.01.006
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