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Predicting risk for Alcohol Use Disorder using longitudinal data with multimodal biomarkers and family history: a machine learning study

Crossref DOI link: https://doi.org/10.1038/s41380-019-0534-x

Published Online: 2019-10-08

Published Print: 2021-04

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Kinreich, Sivan

Meyers, Jacquelyn L.

Maron-Katz, Adi

Kamarajan, Chella

Pandey, Ashwini K.

Chorlian, David B.

Zhang, Jian

Pandey, Gayathri

Subbie-Saenz de Viteri, Stacey

Pitti, Dan

Anokhin, Andrey P.

Bauer, Lance https://orcid.org/0000-0002-6034-1611
Hesselbrock, Victor

Schuckit, Marc A.

Edenberg, Howard J. https://orcid.org/0000-0003-0344-9690
Porjesz, Bernice
Funding

Funding for this research was provided by:

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (UL1RR024992)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U10AA008401)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism (U01HG004438)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K01DA037914)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K01DA037914)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K01AA024152)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K01DA037914)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse (K02DA032573)

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Alcohol Abuse and Alcoholism

U.S. Department of Health & Human Services | NIH | National Institute on Drug Abuse
License Information

Text and Data Mining valid from 2019-10-08

Version of Record valid from 2019-10-08
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Article History

Received: 3 April 2019

Revised: 11 September 2019

Accepted: 20 September 2019

First Online: 8 October 2019

Compliance with ethical standards

:

: The authors declare that they have no conflict of interest.

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