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Forty-two Million Ways to Describe Pain: Topic Modeling of 200,000 PubMed Pain-Related Abstracts Using Natural Language Processing and Deep Learning–Based Text Generation

OBJECTIVE: Recent efforts to update the definitions and taxonomic structure of concepts related to pain have revealed opportunities to better quantify topics of existing pain research subject areas. METHODS: Here, we apply basic natural language processing (NLP) analyses on a corpus of >200,000 a...

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Detalhes bibliográficos
Publicado no:Pain Med
Main Authors: Tighe, Patrick J, Sannapaneni, Bharadwaj, Fillingim, Roger B, Doyle, Charlie, Kent, Michael, Shickel, Ben, Rashidi, Parisa
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7685694/
https://ncbi.nlm.nih.gov/pubmed/32249306
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/pm/pnaa061
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