2020
A review of auditing techniques for the Unified Medical Language System
Zheng L, He Z, Wei D, Keloth V, Fan JW, Lindemann L, Zhu X, Cimino JJ, Perl Y. A review of auditing techniques for the Unified Medical Language System. Journal Of The American Medical Informatics Association 2020, 27: 1625-1638. PMID: 32766692, PMCID: PMC7566540, DOI: 10.1093/jamia/ocaa108.Peer-Reviewed Original ResearchConceptsUnified Medical Language SystemAuditing techniquesLevel of automationLanguage systemOntology alignmentUMLS MetathesaurusError detectionConcept namesAlignment techniqueSemantic type assignmentsOntology enrichmentTypes of knowledgeHierarchical relationshipsEasy accessSummarizationPRISMA approachDevelopment of methodsMetathesaurusQuality assuranceAutomationTechniqueConceptual aspectsSystemWealth of knowledgeConcept
2019
Alternative classification of identical concepts in different terminologies: Different ways to view the world
Keloth V, He Z, Elhanan G, Geller J. Alternative classification of identical concepts in different terminologies: Different ways to view the world. Journal Of Biomedical Informatics 2019, 94: 103193. PMID: 31048072, PMCID: PMC7050413, DOI: 10.1016/j.jbi.2019.103193.Peer-Reviewed Original ResearchConceptsUnified Medical Language SystemHuman expertsMedical Language SystemPairs of terminologiesParent conceptClassificationMedical terminologyID numberLanguage systemInvestigate different kindsIdentity conceptDifferent kindsAlternative classificationExpression criteriaChildren's conceptionsExpertsConceptMathematical quantitiesTerminologyGranularity
2018
Extended Analysis of Topological-Pattern-Based Ontology Enrichment
He Z, Keloth V, Chen Y, Geller J. Extended Analysis of Topological-Pattern-Based Ontology Enrichment. 2023 IEEE International Conference On Bioinformatics And Biomedicine (BIBM) 2018, 00: 1641-1648. PMID: 30854243, PMCID: PMC6402505, DOI: 10.1109/bibm.2018.8621564.Peer-Reviewed Original ResearchUnified Medical Language SystemTarget ontologyNational Cancer Institute ThesaurusMaintenance of biomedical ontologiesPairs of ontologiesMedical Language SystemHuman expertsCross-ontologyReference ontologyBiomedical ontologiesOntologyLanguage systemExpert resourcesHierarchical relationshipsTheoretical analysisApproximate locationTopological patternsThesaurusReference conceptTaskConceptClassificationMethodUnified