CORD-19 Diachronic Concept Embeddings

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.

Related Organizations

The Ohio State University
United States
University of Pittsburgh
United States
Carnegie Mellon University
United States

Impact byBIP!

	selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average