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Applying Active Learning to Assertion Classification of Concepts in Clinical Text
Supervised machine learning methods for clinical natural language processing (NLP) research require a large number of annotated samples, which are very expensive to build because of the involvement of physicians. Active learning, an approach that actively samples from a large pool, provides an alter...
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| Main Authors: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3306548/ https://ncbi.nlm.nih.gov/pubmed/22127105 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2011.11.003 |
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