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Distant supervision for medical concept normalization

We consider the task of Medical Concept Normalization (MCN) which aims to map informal medical phrases such as “loosing weight” to formal medical concepts, such as “Weight loss”. Deep learning models have shown high performance across various MCN datasets containing small number of target concepts a...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Principais autores: Pattisapu, Nikhil, Anand, Vivek, Patil, Sangameshwar, Palshikar, Girish, Varma, Vasudeva
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier Inc. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7415240/
https://ncbi.nlm.nih.gov/pubmed/32783923
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2020.103522
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