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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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Библиографические подробности
Опубликовано в: :Comput Biol Med
Главные авторы: Fodeh, Samah Jamal, Al-Garadi, Mohammed, Elsankary, Osama, Perrone, Jeanmarie, Becker, William, Sarker, Abeed
Формат: Artigo
Язык:Inglês
Опубликовано: 2020
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Online-ссылка: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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