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Unsupervised low-dimensional vector representations for words, phrases and text that are transparent, scalable, and produce similarity metrics that are not redundant with neural embeddings.
J Biomed Inform. 2019 Feb;90:103096. doi: 10.1016/j.jbi.2019.103096. Epub 2019 Jan 14.
J Biomed Inform. 2019.
PMID: 30654030
Free PMC article.
Gaps within the Biomedical Literature: Initial Characterization and Assessment of Strategies for Discovery.
Peng Y, Bonifield G, Smalheiser NR.
Peng Y, et al. Among authors: bonifield g.
Front Res Metr Anal. 2017 May;2:3. doi: 10.3389/frma.2017.00003. Epub 2017 May 22.
Front Res Metr Anal. 2017.
PMID: 29271976
Free PMC article.
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Two Similarity Metrics for Medical Subject Headings (MeSH): An Aid to Biomedical Text Mining and Author Name Disambiguation.
Smalheiser NR, Bonifield G.
Smalheiser NR, et al. Among authors: bonifield g.
J Biomed Discov Collab. 2016 Apr 6;7:e1. doi: 10.5210/disco.v7i0.6654.
J Biomed Discov Collab. 2016.
PMID: 27213780
Free PMC article.
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