%0 Journal Article
%T Bottom-Up Natural Language Processing Based Evaluation of the Fitness of UMLS as a Semantic Source for a Computer Interpretable Guidelines Ontology.
%A Despotou G
%A Korkontzelos I
%A Arvanitis TN
%A Despotou G
%A Korkontzelos I
%A Arvanitis TN
%J Stud Health Technol Inform
%V 290
%N 0
%D Jun 2022 6
%M 35673205
暂无%R 10.3233/SHTI220267
%X BACKGROUND: CIGs languages consist of approach specific concepts. More widely used concepts, such as those in UMLS are not typically used.
OBJECTIVE: An evaluation of UMLS concept sufficiency for CIG definition.
METHODS: A popular guideline is mapped to UMLS concepts with NLP. Results are reviewed to evaluate gaps, and appropriateness.
RESULTS: A significant number of the guideline text mapped to UMLS concepts.
CONCLUSIONS: The approach has shown promise and highlighted further challenges.