Automatic resolution of ambiguous terms based on machine learning and conceptual relations in the UMLS
UMLS conceptual relations and MEDLINE abstracts can be used to automatically acquire knowledge needed for resolving ambiguity when mapping free-text to UMLS concepts.
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