2020
A study of entity-linking methods for normalizing Chinese diagnosis and procedure terms to ICD codes
Wang Q, Ji Z, Wang J, Wu S, Lin W, Li W, Ke L, Xiao G, Jiang Q, Xu H, Zhou Y. A study of entity-linking methods for normalizing Chinese diagnosis and procedure terms to ICD codes. Journal Of Biomedical Informatics 2020, 105: 103418. PMID: 32298846, DOI: 10.1016/j.jbi.2020.103418.Peer-Reviewed Original ResearchConceptsBM25 algorithmConcept rankingConcept generationConvolutional neural network approachNeural network approachRanking-based methodRanking methodSupport vector machineProcedure termsBetter performanceVector machineDifferent algorithmsMedical codingNetwork approachAlgorithmICD codesBERTExtended versionGood accuracyKnowledgebaseDisease termsClinical termsMatch criteriaCodeChinese diagnosis
2017
Lightweight predicate extraction for patient-level cancer information and ontology development
Amith M, Song H, Zhang Y, Xu H, Tao C. Lightweight predicate extraction for patient-level cancer information and ontology development. BMC Medical Informatics And Decision Making 2017, 17: 73. PMID: 28699547, PMCID: PMC5506564, DOI: 10.1186/s12911-017-0465-x.Peer-Reviewed Original ResearchConceptsOntological knowledgebaseKnowledge triplesInformation extraction toolsDevelopment of ontologiesNatural language domainRDF representationSoftware libraryOntology developmentCustom applicationsOntologyDevelopment processExtraction toolAccurate extractionPublic health domainKnowledgebaseTextual sourcesTriplesKnowledgebasesHealth domainsToolExtractionTaskMethodsThis paperMedlinePlusDomain