%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.