Identifying COVID-19 cases and extracting patient reported symptoms from Reddit using natural language processing

We used social media data from “covid19positive” subreddit, from 03/2020 to 03/2022 to identify COVID-19 cases and extract their reported symptoms automatically using natural language processing (NLP). We trained a Bidirectional Encoder Representations from Transformers classification model with chu...

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Detalles Bibliográficos
Autores principales: Guo, Muzhe, Ma, Yong, Eworuke, Efe, Khashei, Melissa, Song, Jaejoon, Zhao, Yueqin, Jin, Fang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10444846/
https://www.ncbi.nlm.nih.gov/pubmed/37607963
http://dx.doi.org/10.1038/s41598-023-39986-7

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