Dataset Open Access

CORD-19 Diachronic Concept Embeddings

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


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <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>
4,893
358
views
downloads
All versions This version
Views 4,8932,129
Downloads 358102
Data volume 57.1 GB46.6 GB
Unique views 4,5472,024
Unique downloads 27985

Share

Cite as