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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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Bibliografiske detaljer
Udgivet i:J Biomed Inform
Main Authors: Pattisapu, Nikhil, Anand, Vivek, Patil, Sangameshwar, Palshikar, Girish, Varma, Vasudeva
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier Inc. 2020
Fag:
Online adgang: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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