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Automatically Expanding the Synonym Set of SNOMED CT using Wikipedia.

Author information

1
Department of Biomedical Informatics, University at Buffalo, SUNY, Buffalo, NY, USA.

Abstract

Clinical terminologies and ontologies are often used in natural language processing/understanding tasks as a method for semantically tagging text. One ontology commonly used for this task is SNOMED CT. Natural language is rich and varied: many different combinations of words may be used to express the same idea. It is therefore essential that ontologies and terminologies have a rich set of synonyms. One source of synonyms is Wikipedia. We examine methods for aligning concepts in SNOMED CT with articles in Wikipedia so that newly-found synonyms may be added to SNOMED CT. Our experiments show promising results and provide guidance to researchers who wish to use Wikipedia for similar tasks.

PMID:
26262125
[Indexed for MEDLINE]

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