rcolinp / clinical_informatics_umls

An exploratory, tutorial and analytical view of the Unified Medical Language System (UMLS) & the software/technologies provided via being a free UMLS license holder. This repo will subset 2021AB UMLS native release, introduce/build upon UMLS provided tools to load a configured subset into first a relational database --> MySQL, SQLite, PostgreSQL and MariaDB all covered within this repo. Next the UMLS subset which is stored in a relational DB will be queried, modeled and lastly loaded into a defined Neo4j label property graph. Lastly, Neo4j database containing UMLS 2021AB subset in schema promoting intuitive analysis and rich visualization will become the central datastore for analysis. The datastore contains ~5 million distinct nodes & >40 million distinct relationships (edges). Currently, Neo4j is running via Docker but deployment options are NOT limited to Docker. If choosing to deploy via Neo4j Aura, server, Neo4j Desktop, VM etc... Please note and be aware of the specific volumes and environment variables specified within this repository (docker run). The ability for the loaded Neo4j Graph to interact with RDF data (i.e. import/export RDF data to and from Neo4j) may not be possible via all Neo4j deployment avenues (i.e. Neo4j Aura currently does not support RDF integration that is demonstrated in this repository).

Date Created 2021-09-10 (3 years ago)
Commits 294 (last one about a year ago)
Stargazers 36 (0 this week)
Watchers 3 (0 this week)
Forks 2
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RepositoryStats indexes 584,777 repositories, of these rcolinp/clinical_informatics_umls is ranked #532,463 (9th percentile) for total stargazers, and #422,609 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #104,023/116,437.

rcolinp/clinical_informatics_umls is also tagged with popular topics, for these it's ranked: python (#20,639/22023),  knowledge-graph (#348/369),  neo4j (#186/194),  graph-database (#122/128)

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rcolinp/clinical_informatics_umls has 2 open pull requests on Github, 25 pull requests have been merged over the lifetime of the repository.

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rcolinp/clinical_informatics_umls

updated: 2024-11-15 @ 09:32pm, id: 404911132 / R_kgDOGCJ0HA