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Improving the Utility of MeSH® Terms Using the TopicalMeSH Representation

OBJECTIVE: To evaluate whether vector representations encoding latent topic proportions that capture similarities to MeSH terms can improve performance on biomedical document retrieval and classification tasks, compared to using MeSH terms. MATERIALS AND METHODS: We developed the TopicalMeSH represe...

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Bibliografische gegevens
Gepubliceerd in:J Biomed Inform
Hoofdauteurs: Yu, Zhiguo, Bernstam, Elmer, Cohen, Trevor, Wallace, Byron C., Johnson, Todd R.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2016
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4893983/
https://ncbi.nlm.nih.gov/pubmed/27001195
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2016.03.013
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