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Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter

BACKGROUND: Opioid misuse (OM) is a major health problem in the United States, and can lead to addiction and fatal overdose. We sought to employ natural language processing (NLP) and machine learning to categorize Twitter chatter based on the motive of OM. MATERIALS AND METHODS: We collected data fr...

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Detalhes bibliográficos
Publicado no:Comput Biol Med
Main Authors: Fodeh, Samah Jamal, Al-Garadi, Mohammed, Elsankary, Osama, Perrone, Jeanmarie, Becker, William, Sarker, Abeed
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7855783/
https://ncbi.nlm.nih.gov/pubmed/33290931
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2020.104132
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