2017
Ensembles of NLP Tools for Data Element Extraction from Clinical Notes.
Kuo T, Rao P, Maehara C, Doan S, Chaparro J, Day M, Farcas C, Ohno-Machado L, Hsu C. Ensembles of NLP Tools for Data Element Extraction from Clinical Notes. AMIA Annual Symposium Proceedings 2017, 2016: 1880-1889. PMID: 28269947, PMCID: PMC5333200.Peer-Reviewed Original ResearchConceptsNatural language processingNLP toolsElectronic health recordsData elementsConcept extractionLanguage processingEnsemble methodDiverse conceptsEvaluation resultsHealth recordsElement extractionClinical notesPlausible solutionToolPipelineExtractionPerformanceEnsembleExtraction performanceConceptNarrative textProcessingText
2011
Time-aware Ranking in Dynamic Citation Networks
Ghosh R, Kuo T, Hsu C, Lin S, Lerman K. Time-aware Ranking in Dynamic Citation Networks. 2011, 1-8. DOI: 10.1109/icdmw.2011.183.Peer-Reviewed Original ResearchPredicting future citationsPage rank scoreTemporal decay factorsDynamic complex networksCitation networkComplex networksTime awarenessDegree-centralityCentrality metricsNetworkPageRankStatic metricsCitationsNodesRank scoresMetricsPredictive performanceDynamic natureDecay factorTemporal orderLinksPerformanceAlgorithmTaskPages