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.
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.
Original language | English |
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Title of host publication | MEDINFO 2021 |
Subtitle of host publication | One World, One Health – Global Partnership for Digital Innovation |
Editors | Paula Otero, Philip Scott, Susan Z. Martin, Elaine Huesing |
Publisher | IOS Press |
Pages | 1060-1061 |
Number of pages | 2 |
ISBN (Electronic) | 9781643682655 |
ISBN (Print) | 9781643682648 |
DOIs | |
Publication status | Published - 6 Jun 2022 |
Event | MEDINFO 2021: One World, One Health: Global Partnership for Digital Innovation - Virtual Duration: 2 Oct 2021 → 4 Oct 2021 |
Publication series
Name | Studies in Health Technology and Informatics |
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Volume | 290 |
ISSN (Print) | 0926-9630 |
ISSN (Electronic) | 1879-8365 |
Conference
Conference | MEDINFO 2021 |
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Period | 2/10/21 → 4/10/21 |
Keywords
- natural language processing
- knowledge representation
- practice guideline
- computer interpretable guidelines