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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Dades bibliogràfiques
Publicat a:J Biomed Inform
Autors principals: Pattisapu, Nikhil, Anand, Vivek, Patil, Sangameshwar, Palshikar, Girish, Varma, Vasudeva
Format: Artigo
Idioma:Inglês
Publicat: Elsevier Inc. 2020
Matèries:
Original Research
Accés en línia: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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