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Bottom-Up Natural Language Processing Based Evaluation of the Fitness of UMLS as a Semantic Source for a Computer Interpretable Guidelines Ontology

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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… Click to show full abstract

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. METHOD 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.

Keywords: evaluation; bottom natural; ontology; language processing; processing based; natural language

Journal Title: Studies in health technology and informatics
Year Published: 2022

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