Rule-based support system for multiple UMLS semantic type assignments

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Rule-based support system for multiple UMLS semantic type assignments

BACKGROUND When new concepts are inserted into the UMLS, they are assigned one or several semantic types from the UMLS Semantic Network by the UMLS editors. However, not every combination of semantic types is permissible. It was observed that many concepts with rare combinations of semantic types have erroneous semantic type assignments or prohibited combinations of semantic types. The correcti...

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Evaluation of a UMLS Auditing Process of Semantic Type Assignments

The UMLS is a terminological system that integrates many source terminologies. Each concept in the UMLS is assigned one or more semantic types from the Semantic Network, an upper level ontology for biomedicine. Due to the complexity of the UMLS, errors exist in the semantic type assignments. Finding assignment errors may unearth modeling errors. Even with sophisticated tools, discovering assign...

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A UMLS-based knowledge acquisition tool for rule-based clinical decision support system development

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Relationship Structures and Semantic Type Assignments of the UMLS Enriched Semantic Network

Design: The technique to derive the ESN’s relationship structures finds all newly inherited relationships in the ESN. All such relationships are audited for semantic validity, and the blocking mechanism is used to block invalid relationships. The mapping technique to derive the ESN’s semantic type assignments uses current SN semantic type assignments and preserves nonredundant categorizations, ...

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Model Formulation: Relationship Structures and Semantic Type Assignments of the UMLS Enriched Semantic Network

OBJECTIVE The Enriched Semantic Network (ESN) was introduced as an extension of the Unified Medical Language System (UMLS) Semantic Network (SN). Its multiple subsumption configuration and concomitant multiple inheritance make the ESN's relationship structures and semantic type assignments different from those of the SN. A technique for deriving the relationship structures of the ESN's semantic...

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ژورنال

عنوان ژورنال: Journal of Biomedical Informatics

سال: 2013

ISSN: 1532-0464

DOI: 10.1016/j.jbi.2012.09.007