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Semi-Supervised Learning to Identify UMLS Semantic Relations

The UMLS Semantic Network is constructed by experts and requires periodic expert review to update. We propose and implement a semi-supervised approach for automatically identifying UMLS semantic relations from narrative text in PubMed. Our method analyzes biomedical narrative text to collect semanti...

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Bibliografiset tiedot
Julkaisussa:AMIA Jt Summits Transl Sci Proc
Päätekijät: Luo, Yuan, Uzuner, Ozlem
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: American Medical Informatics Association 2014
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Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4419772/
https://ncbi.nlm.nih.gov/pubmed/25954580
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