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Can Unified Medical Language System–based semantic representation improve automated identification of patient safety incident reports by type and severity?

OBJECTIVE: The study sought to evaluate the feasibility of using Unified Medical Language System (UMLS) semantic features for automated identification of reports about patient safety incidents by type and severity. MATERIALS AND METHODS: Binary support vector machine (SVM) classifier ensembles were...

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Dades bibliogràfiques
Publicat a:J Am Med Inform Assoc
Autors principals: Wang, Ying, Coiera, Enrico, Magrabi, Farah
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7566533/
https://ncbi.nlm.nih.gov/pubmed/32574362
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa082
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