2024
Medical Concept Normalization
Xu H, Demner Fushman D, Hong N, Raja K. Medical Concept Normalization. Cognitive Informatics In Biomedicine And Healthcare 2024, 137-164. DOI: 10.1007/978-3-031-55865-8_6.Peer-Reviewed Original ResearchConcept normalizationDeep learning-based techniquesMedical concept normalizationLearning-based techniquesContemporary machine learningRule-based methodologyAnnotated corpusNLP systemsMachine learningComputing applicationsBiomedical terminologiesNormalization approachStandardized terminologyOntologyTaskLearning
2020
Opioid2FHIR: A system for extracting FHIR-compatible opioid prescriptions from clinical text
Wang J, Mathews W, Pham H, Xu H, Zhang Y. Opioid2FHIR: A system for extracting FHIR-compatible opioid prescriptions from clinical text. 2020, 00: 1748-1751. DOI: 10.1109/bibm49941.2020.9313258.Peer-Reviewed Original ResearchFast Healthcare Interoperability ResourcesInformation extractionNatural language processing techniquesLanguage processing techniquesMedical concept normalizationOpioid informationPost-processing rulesClinical decision supportManual effortConcept normalizationClinical textF-measureNLP applicationsPrescription recordsClinical data standardsData standardsDecision supportFree textProcessing toolsPrescription drug monitoring programsNational public health emergencyProcessing techniquesPrescription opioid overdoseDrug monitoring programsDrug overdose deaths