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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Detaylı Bibliyografya
Yayımlandı:Comput Biol Med
Asıl Yazarlar: Fodeh, Samah Jamal, Al-Garadi, Mohammed, Elsankary, Osama, Perrone, Jeanmarie, Becker, William, Sarker, Abeed
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2020
Konular:
Article
Online Erişim: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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