February 14, 2021 Dataset Open Access

Newman-Griffis, Denis; Sivaraman, Venkatesh; Fosler-Lussier, Eric; Perer, Adam; Hochheiser, Harry

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  <dc:creator>Newman-Griffis, Denis</dc:creator>
  <dc:creator>Sivaraman, Venkatesh</dc:creator>
  <dc:creator>Fosler-Lussier, Eric</dc:creator>
  <dc:creator>Perer, Adam</dc:creator>
  <dc:creator>Hochheiser, Harry</dc:creator>
  <dc:date>2021-02-14</dc:date>
  <dc:description>Medical concept embeddings trained on monthly releases of the CORD-19 dataset, for analysis of diachronic change.

This resource includes:


	Concept embeddings, trained using the JET toolkit on the set of articles added to CORD-19 in each month of March 2020 - October 2020.  Concepts are SNOMED CT codes.
	Nearest neighborhood-based analysis results of the concept embeddings, stored as a SQLite database.


Database content excludes terms and definitions for SNOMED CT codes, which are licensed content owned by SNOMED International. Information on accessing SNOMED licensed content may be found here.</dc:description>
  <dc:identifier>https://zenodo.org/record/4432958</dc:identifier>
  <dc:identifier>10.5281/zenodo.4432958</dc:identifier>
  <dc:identifier>oai:zenodo.org:4432958</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>doi:10.18653/v1/W18-3026</dc:relation>
  <dc:relation>doi:10.5281/zenodo.3738457</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/covid-19</dc:relation>
  <dc:relation>url:https://zenodo.org/communities/zenodo</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:title>CORD-19 Diachronic Concept Embeddings</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>