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A Hybrid Normalization Method for Medical Concepts in Clinical Narrative using Semantic Matching

Normalization maps clinical terms in medical notes to standardized medical vocabularies. In order to capture semantic similarity between different surface expressions of the same clinical concept, we develop a hybrid normalization system that incorporates a deep learning model to complement the trad...

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Detalhes bibliográficos
Publicado no:AMIA Jt Summits Transl Sci Proc
Main Authors: Luo, Yen-Fu, Sun, Weiyi, Rumshisky, Anna
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6568138/
https://ncbi.nlm.nih.gov/pubmed/31259030
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