2019
Recognizing software names in biomedical literature using machine learning
Wei Q, Zhang Y, Amith M, Lin R, Lapeyrolerie J, Tao C, Xu H. Recognizing software names in biomedical literature using machine learning. Health Informatics Journal 2019, 26: 21-33. PMID: 31566474, PMCID: PMC7334865, DOI: 10.1177/1460458219869490.Peer-Reviewed Original ResearchConceptsSoftware namesF-measureNatural language processing methodsBiomedical literatureWord representation featuresLanguage processing methodsEntity recognition systemSoftware catalogSoftware repositoriesFeature engineeringBiomedical softwareRecognition systemSoftware toolsBiomedical domainRepresentation featuresMEDLINE abstractsWord embeddingsKnowledge featuresManual curationSoftwareMachineProcessing methodsBest systemRepositorySystem
2015
Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods.
Tang B, Chen Q, Wang X, Wu Y, Zhang Y, Jiang M, Wang J, Xu H. Recognizing Disjoint Clinical Concepts in Clinical Text Using Machine Learning-based Methods. AMIA Annual Symposium Proceedings 2015, 2015: 1184-93. PMID: 26958258, PMCID: PMC4765674.Peer-Reviewed Original Research