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 ResearchMeSH KeywordsData CollectionElectronic Health RecordsHumansInformation Storage and RetrievalNatural Language ProcessingConceptsNatural language processingNLP toolsElectronic health recordsData elementsConcept extractionLanguage processingEnsemble methodDiverse conceptsEvaluation resultsHealth recordsElement extractionClinical notesPlausible solutionToolPipelineExtractionPerformanceEnsembleExtraction performanceConceptNarrative textProcessingText
2016
Data and the clinical decision support loop
Ohno-Machado L, Editor-in-Chief. Data and the clinical decision support loop. Journal Of The American Medical Informatics Association 2016, 23: e1-e1. PMID: 27071919, PMCID: PMC4954618, DOI: 10.1093/jamia/ocw060.Commentaries, Editorials and Letters
2014
Sharing my health data: a survey of data sharing preferences of healthy individuals.
Bell E, Ohno-Machado L, Grando M. Sharing my health data: a survey of data sharing preferences of healthy individuals. AMIA Annual Symposium Proceedings 2014, 2014: 1699-708. PMID: 25954442, PMCID: PMC4419941.Peer-Reviewed Original Research
2007
Current status of the Japanese cancer registry system: results of a nationwide survey.
Sawa T, Yuji K, Kami M, Ohno-Machado L, Nakata Y. Current status of the Japanese cancer registry system: results of a nationwide survey. AMIA Annual Symposium Proceedings 2007, 1104. PMID: 18694201.Peer-Reviewed Original Research
2000
Using electronic data to predict the probability of true bacteremia from positive blood cultures.
Wang S, Kuperman G, Ohno-Machado L, Onderdonk A, Sandige H, Bates D. Using electronic data to predict the probability of true bacteremia from positive blood cultures. AMIA Annual Symposium Proceedings 2000, 893-7. PMID: 11080013, PMCID: PMC2243892.Peer-Reviewed Original ResearchConceptsPositive blood culturesClinical prediction ruleBlood culturesTreatment decisionsTrue bacteremiaCulture resultsPositive blood culture resultsPrediction rulePaper chart reviewProbability of bacteremiaBlood culture resultsInfectious disease expertsAppropriate treatment decisionsLogistic regression modelsRevalidation studyChart reviewDisease expertsOne-year periodBacteremiaPhysiciansRegression modelsTrue positivesPatientsHospitalHousestaff