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Predicting opioid dependence from electronic health records with machine learning

BACKGROUND: The opioid epidemic in the United States is averaging over 100 deaths per day due to overdose. The effectiveness of opioids as pain treatments, and the drug-seeking behavior of opioid addicts, leads physicians in the United States to issue over 200 million opioid prescriptions every year...

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Detalhes bibliográficos
Publicado no:BioData Min
Main Authors: Ellis, Randall J., Wang, Zichen, Genes, Nicholas, Ma’ayan, Avi
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6352440/
https://ncbi.nlm.nih.gov/pubmed/30728857
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13040-019-0193-0
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