Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

BACKGROUND: The COVID-19 pandemic has imposed additional stress on population health that may result in a change of sleeping behavior. OBJECTIVE: In this study, we hypothesized that using natural language processing to explore social media would help with assessing the mental health conditions of pe...

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Detalles Bibliográficos
Autores principales: Maghsoudi, Arash, Nowakowski, Sara, Agrawal, Ritwick, Sharafkhaneh, Amir, Kunik, Mark E, Naik, Aanand D, Xu, Hua, Razjouyan, Javad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822178/
https://www.ncbi.nlm.nih.gov/pubmed/36417585
http://dx.doi.org/10.2196/41517

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9822178/
https://www.ncbi.nlm.nih.gov/pubmed/36417585
http://dx.doi.org/10.2196/41517

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