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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Bibliografische gegevens
Gepubliceerd in:J Biomed Inform
Hoofdauteurs: Pattisapu, Nikhil, Anand, Vivek, Patil, Sangameshwar, Palshikar, Girish, Varma, Vasudeva
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Elsevier Inc. 2020
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Original Research
Online toegang: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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