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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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| Publié dans: | J Am Med Inform Assoc |
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| Auteurs principaux: | , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Oxford University Press
2016
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| Sujets: | |
| Accès en ligne: | 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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