关键词: computer interpretable guidelines knowledge representation natural language processing practice guideline computer interpretable guidelines knowledge representation natural language processing practice guideline

Mesh : Computers Language Natural Language Processing Semantics Unified Medical Language System

来  源:   DOI:10.3233/SHTI220267

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.
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.
摘要:
背景:CIG语言由方法特定的概念组成。更广泛使用的概念,例如UMLS中的那些通常不使用。
目的:评估UMLS概念对CIG定义的充分性。
方法:一个流行的指南被映射到使用NLP的UMLS概念。审查结果以评估差距,和适当性。
结果:大量指南文本映射到UMLS概念。
结论:该方法显示出希望,并强调了进一步的挑战。
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