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Active learning: a step towards automating medical concept extraction

Objective This paper presents an automatic, active learning-based system for the extraction of medical concepts from clinical free-text reports. Specifically, (1) the contribution of active learning in reducing the annotation effort and (2) the robustness of incremental active learning framework acr...

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Bibliografiska uppgifter
I publikationen:J Am Med Inform Assoc
Huvudupphovsmän: Kholghi, Mahnoosh, Sitbon, Laurianne, Zuccon, Guido, Nguyen, Anthony
Materialtyp: Artigo
Språk:Inglês
Publicerad: Oxford University Press 2016
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7784313/
https://ncbi.nlm.nih.gov/pubmed/26253132
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocv069
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