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.