Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion; Diana Kelmansky; Mark van der Laan; Ethan Sahker; DeShauna Jones; Stephan Arndt

doi:10.1371/journal.pone.0175383

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Open Access

Peer-reviewed

Research Article

Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion ,

* E-mail: laura.acion@ic.fcen.uba.ar

Affiliations Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, CONICET, Buenos Aires, Argentina, Iowa Consortium for Substance Abuse Research and Evaluation, University of Iowa, Iowa City, Iowa, United States of America

http://orcid.org/0000-0001-5213-6012

⨯
Diana Kelmansky,

Affiliation Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, CONICET, Buenos Aires, Argentina
⨯
Mark van der Laan,

Affiliation Division of Biostatistics, University of California, Berkeley, California, United States of America
⨯
Ethan Sahker,

Affiliations Iowa Consortium for Substance Abuse Research and Evaluation, University of Iowa, Iowa City, Iowa, United States of America, Counseling Psychology Program, Department of Psychological and Quantitative Foundations, College of Education, University of Iowa, Iowa City, Iowa, United States of America
⨯
DeShauna Jones,

Affiliation Iowa Consortium for Substance Abuse Research and Evaluation, University of Iowa, Iowa City, Iowa, United States of America
⨯
Stephan Arndt

Affiliations Iowa Consortium for Substance Abuse Research and Evaluation, University of Iowa, Iowa City, Iowa, United States of America, Department of Psychiatry, Roy J and Lucille A Carver College of Medicine, University of Iowa, Iowa City, Iowa, United States of America, Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, Iowa, United States of America
⨯

Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion,
Diana Kelmansky,
Mark van der Laan,
Ethan Sahker,
DeShauna Jones,
Stephan Arndt

Published: April 10, 2017
https://doi.org/10.1371/journal.pone.0175383

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