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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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Bibliografski detalji
Izdano u:JAMIA Open
Glavni autori: Fan, Yadan, Pakhomov, Serguei, McEwan, Reed, Zhao, Wendi, Lindemann, Elizabeth, Zhang, Rui
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6904105/
https://ncbi.nlm.nih.gov/pubmed/31825016
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamiaopen/ooz007
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