Using word embeddings to expand terminology of dietary supplements on clinical notes

OBJECTIVE: The objective of this study is to demonstrate the feasibility of applying word embeddings to expand the terminology of dietary supplements (DS) using over 26 million clinical notes. METHODS: Word embedding models (ie, word2vec and GloVe) trained on clinical notes were used to predefine a...

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Detalles Bibliográficos
Autores principales: Fan, Yadan, Pakhomov, Serguei, McEwan, Reed, Zhao, Wendi, Lindemann, Elizabeth, Zhang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Research and Applications
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6904105/
https://www.ncbi.nlm.nih.gov/pubmed/31825016
http://dx.doi.org/10.1093/jamiaopen/ooz007

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6904105/
https://www.ncbi.nlm.nih.gov/pubmed/31825016
http://dx.doi.org/10.1093/jamiaopen/ooz007

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