research data . Dataset . Under curation

CORD-19 Diachronic Concept Embeddings

Newman-Griffis, Denis; Sivaraman, Venkatesh; Fosler-Lussier, Eric; Perer, Adam; Hochheiser, Harry;
Open Access English
  • Publisher: Zenodo
Abstract
<p>Medical concept embeddings trained on monthly releases of the <a href="https://zenodo.org/record/3731937">CORD-19 dataset</a>, for analysis of diachronic change.</p> <p>This resource includes:</p> <ol> <li>Concept embeddings, trained using the <a href="https://github.com/OSU-slatelab/JET">JET</a> toolkit on the set of articles added to CORD-19 in each month of March 2020 - October 2020.&nbsp; Concepts are SNOMED CT codes.</li> <li>Nearest neighborhood-based analysis results of the concept embeddings, stored as a SQLite database.</li> </ol> <p>Database content excludes terms and definitions for&nbsp;SNOMED CT codes, which are licensed content owned by SNO...
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