2017
Towards Practical Temporal Relation Extraction from Clinical Notes: An Analysis of Direct Temporal Relations
Lee H, Zhang Y, Xu J, Tao C, Xu H, Jiang M. Towards Practical Temporal Relation Extraction from Clinical Notes: An Analysis of Direct Temporal Relations. 2017, 1272-1275. DOI: 10.1109/bibm.2017.8217842.Peer-Reviewed Original ResearchDirect temporal relationsTemporal information extraction methodsTemporal relationsTemporal relation extractionInformation extraction methodRelation extraction systemTemporal relation identificationImplicit relationsClinical textRelation extractionRelation identificationTemporal informationEvent mentionsSource documents
2016
CD-REST: a system for extracting chemical-induced disease relation in literature
Xu J, Wu Y, Zhang Y, Wang J, Lee H, Xu H. CD-REST: a system for extracting chemical-induced disease relation in literature. Database 2016, 2016: baw036. PMID: 27016700, PMCID: PMC4808251, DOI: 10.1093/database/baw036.Peer-Reviewed Original ResearchConceptsChemical-induced disease relationsWeb servicesBiomedical literatureEntity recognitionMachine learning-based approachLearning-based approachHTTP POST requestRelation extraction systemVector space modelConditional Random FieldsSupport vector machineRelation extraction moduleVast biomedical literatureDisease relation extractionChemical-induced disease relation extractionExtraction moduleDisease relationsAutomatic extractionEnd systemPOST requestRelation extractionNormalization moduleVector machineBioCreative VDemonstration system