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UMLS Knowledge Sources

nlm.nih.govsite

reference manual - A large and comprehensive collection of biomedical terminology and identifiers, as well as accompanying tools and scripts. Depending on your purposes, the single file MRCONSO.RRF may be sufficient, as this file contains unique identifiers and names for all…

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Biomedical Information Extraction
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2026-10-10
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  1. UMLS Metathesaurus nlm.nih.gov

    paper - Mappings between >3.8 million concepts, 14 million concept names, and >200 sources of biomedical vocabulary and identifiers. It's big. It may help to prepare a subset of the Metathesaurus with the MetamorphoSys installation tool but we're still talking about ~30 Gb of…

  2. Bio-SCoRes github.com

    paper - A framework for biomedical coreference resolution.

  3. rentrez github.com

    R utilities for accessing NCBI resources, including PubMed.

  4. Demner-Fushman group at NLM lhncbc.nlm.nih.gov
  5. NCBI Disease Corpus ncbi.nlm.nih.gov

    paper - A corpus of 793 biomedical abstracts annotated with names of diseases and related concepts from MeSH and OMIM.

  6. BioRED ftp.ncbi.nlm.nih.gov

    paper - a set of >6.5K biomedical relation annotations, plus labels for novel findings.

Biomedical Information Extraction › Datasets > Other Datasets: “reference manual - A large and comprehensive collection of biomedical terminology and identifiers, as well as accompanying tools and scripts. Depending on your purposes, the single file MRCONSO.RRF may be sufficient, as this file contains unique identifiers and names for all…”