A Deep Learning Model for Absolute Risk Prediction of Alcohol Use Disorder in Adolescents and Young Adults

To our knowledge, the proposed model is the first deep learning model for absolute risk prediction of AUD. It can help identify high-risk adolescents and young adults, who may be then provided with timely and clinically appropriate interventions.

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Publication Details

Journal
Drug and Alcohol Review
Published
2026-02-26
DOI
https://doi.org/10.1111/dar.70131
Primary Topic
Substance Abuse Treatment and Outcomes
Type
article
Field-Weighted Citation Impact
0.00
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article

A Deep Learning Model for Absolute Risk Prediction of Alcohol Use Disorder in Adolescents and Young Adults

Swati Biswas, Pankaj K. Choudhary, Tingfang Wang
Drug and Alcohol Review
Substance Abuse Treatment and Outcomes
article

A Deep Learning Model for Absolute Risk Prediction of Alcohol Use Disorder in Adolescents and Young Adults

Swati Biswas, Pankaj K. Choudhary, Tingfang Wang
article en

Abstract

To our knowledge, the proposed model is the first deep learning model for absolute risk prediction of AUD. It can help identify high-risk adolescents and young adults, who may be then provided with timely and clinically appropriate interventions.

Drug and Alcohol ReviewVol. 45(3)
The University of Texas at Dallas (US)
Good health and well-being
Openalex Percentile: Top 40%
Substance Abuse Treatment and Outcomes
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