2021
Privacy-protecting, reliable response data discovery using COVID-19 patient observations
Kim J, Neumann L, Paul P, Day M, Aratow M, Bell D, Doctor J, Hinske L, Jiang X, Kim K, Matheny M, Meeker D, Pletcher M, Schilling L, SooHoo S, Xu H, Zheng K, Ohno-Machado L, Anderson D, Anderson N, Balacha C, Bath T, Baxter S, Becker-Pennrich A, Bernstam E, Carter W, Chau N, Choi Y, Covington S, DuVall S, El-Kareh R, Florian R, Follett R, Geisler B, Ghigi A, Gottlieb A, Hu Z, Ir D, Knight T, Koola J, Kuo T, Lee N, Mansmann U, Mou Z, Murphy R, Neumann L, Nguyen N, Niedermayer S, Park E, Perkins A, Post K, Rieder C, Scherer C, Soares A, Soysal E, Tep B, Toy B, Wang B, Wu Z, Zhou Y, Zucker R. Privacy-protecting, reliable response data discovery using COVID-19 patient observations. Journal Of The American Medical Informatics Association 2021, 28: 1765-1776. PMID: 34051088, PMCID: PMC8194878, DOI: 10.1093/jamia/ocab054.Peer-Reviewed Original Research
2015
A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research
Meeker D, Jiang X, Matheny M, Farcas C, D’Arcy M, Pearlman L, Nookala L, Day M, Kim K, Kim H, Boxwala A, El-Kareh R, Kuo G, Resnic F, Kesselman C, Ohno-Machado L. A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research. Journal Of The American Medical Informatics Association 2015, 22: 1187-1195. PMID: 26142423, PMCID: PMC4639714, DOI: 10.1093/jamia/ocv017.Peer-Reviewed Original ResearchMeSH KeywordsBiomedical ResearchComparative Effectiveness ResearchComputer Communication NetworksDatabases as TopicInformation DisseminationInformation Storage and RetrievalInternetModels, StatisticalMultivariate AnalysisSoftwareConceptsFederated networkData sharing policiesParallel computation methodSharing policiesPolicy management systemData exchange policiesData storage requirementsWeb servicesNetwork queriesQuery functionalityComputation resourcesFederated modelGraphical interfaceData transportCentralized networkStorage requirementsNetwork participantsManagement systemQueriesNetworkComputation methodNew featuresMultivariate statistical estimationDifferent state lawsImportant new feature
2014
Understanding data requirements of retrospective studies
Shenvi E, Meeker D, Boxwala A. Understanding data requirements of retrospective studies. International Journal Of Medical Informatics 2014, 84: 76-84. PMID: 25453276, PMCID: PMC6626658, DOI: 10.1016/j.ijmedinf.2014.10.004.Peer-Reviewed Original ResearchMeSH KeywordsBiomedical ResearchData CollectionDatabase Management SystemsDelivery of Health CareElectronic Health RecordsHumansInformation Storage and RetrievalPatient SelectionResearch DesignRetrospective Studies
2013
Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems
Ogunyemi O, Meeker D, Kim H, Ashish N, Farzaneh S, Boxwala A. Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems. Medical Care 2013, 51: s45-s52. PMID: 23774519, DOI: 10.1097/mlr.0b013e31829b1e0b.Peer-Reviewed Original ResearchMeSH KeywordsComparative Effectiveness ResearchHumansInformation Storage and RetrievalModels, TheoreticalSystems IntegrationVocabulary, ControlledConceptsObservational Medical Outcomes PartnershipData modelInformation lossData elementsStandard data modelReference data modelCommon data modelClinical Data Interchange Standards ConsortiumDomain groupsClinical information systemsMinimal information lossInstitution-specific informationSemantic interoperabilityData warehouseData dictionaryData retrievalInformation systemsAnalysis data modelQualitative metricsReuse opportunitiesCommon formatResearch communityStandardized vocabularyStandards ConsortiumElectronic exchange