Individualized Prospective Prediction of Opioid Use Disorder.

Yang S Liu, Lawrence Kiyang,Jake Hayward,Yanbo Zhang,Dan Metes,Mengzhe Wang,Lawrence W Svenson,Fernanda Talarico,Pierre Chue,Xin-Min Li,Russell Greiner,Andrew J Greenshaw,Bo Cao

Canadian journal of psychiatry. Revue canadienne de psychiatrie（2023）

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摘要

Our study presents an individualized prospective prediction of OUD cases by applying ML to large administrative health datasets. Such prospective predictions based on ML would be essential for potential future clinical applications in the early detection of OUD.

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关键词

administrative health data,electronic health records,machine learning,opioid use disorder,prospective validation

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