2023
Harnessing the power of synthetic data in healthcare: innovation, application, and privacy
Giuffrè M, Shung D. Harnessing the power of synthetic data in healthcare: innovation, application, and privacy. Npj Digital Medicine 2023, 6: 186. PMID: 37813960, PMCID: PMC10562365, DOI: 10.1038/s41746-023-00927-3.Peer-Reviewed Original ResearchDifferential privacySynthetic dataPredictive analyticsReal-world healthcare applicationDigital twin technologyData privacyData integrityPrivacy concernsTwin technologyData misuseHealthcare applicationsPrivacyData biasDifferent applicationsData qualityAnalyticsAlgorithmic tradingAnalytic contextApplicationsHealthcareTraceabilityDatasetEmergent fieldPropose strategiesPortfolio optimization
2020
Core principles for the implementation of the neurodata without borders data standard
Reimer ML, Bangalore L, Waxman SG, Tan AM. Core principles for the implementation of the neurodata without borders data standard. Journal Of Neuroscience Methods 2020, 348: 108972. PMID: 33157146, DOI: 10.1016/j.jneumeth.2020.108972.Peer-Reviewed Original ResearchConceptsBig data analyticsData standardsData analyticsDatabase interfaceJupyter notebooksBig data analytics applicationsData analytics applicationsData analytical capabilitiesNeurophysiology dataDatabase technologyDatabase operationsInternational Brain LaboratoryAnalytics applicationsData queryData integrityData sharingProcess transparencyExisting methodsDiverse modalitiesAnalyticsDesign principlesSingle formatNeurodataHistorical dataDiverse sources
2018
Feasibility, Acceptability, and Adoption of Digital Fingerprinting During Contact Investigation for Tuberculosis in Kampala, Uganda: A Parallel-Convergent Mixed-Methods Analysis
White EB, Meyer AJ, Ggita JM, Babirye D, Mark D, Ayakaka I, Haberer JE, Katamba A, Armstrong-Hough M, Davis JL. Feasibility, Acceptability, and Adoption of Digital Fingerprinting During Contact Investigation for Tuberculosis in Kampala, Uganda: A Parallel-Convergent Mixed-Methods Analysis. Journal Of Medical Internet Research 2018, 20: e11541. PMID: 30442637, PMCID: PMC6265600, DOI: 10.2196/11541.Peer-Reviewed Original ResearchConceptsTechnology Acceptance Model 2Digital fingerprintingDigital fingerprintUnique patient identificationData integrityFingerprint captureSoftware leadFingerprint scannerPatient identificationHardware failureDigital technologiesBiometricsModest clusteringClusteringSocial imageTechnologyHousehold tuberculosis contact investigationRobust covariance estimatorPotential solutionsActual useGuide improvementFrameworkHardwareIndividual identificationTemporal characteristicsLeveraging Quick Response Code Technology to Facilitate Simulation-Based Leaderboard Competition
Chang TP, Doughty CB, Mitchell D, Rutledge C, Auerbach MA, Frisell K, Jani P, Kessler DO, Wolfe H, MacKinnon RJ, Dewan M, Pirie J, Lemke D, Khattab M, Tofil N, Nagamuthu C, Walsh CM. Leveraging Quick Response Code Technology to Facilitate Simulation-Based Leaderboard Competition. Simulation In Healthcare The Journal Of The Society For Simulation In Healthcare 2018, 13: 64-71. PMID: 29373385, DOI: 10.1097/sih.0000000000000281.Peer-Reviewed Original ResearchConceptsPrinciples of gamificationQR code systemQuick response code technologyExport of dataQuick response codeData integrityCode technologyFacilitates simulationGamification principlesLeaderboardPerformance metricsCode systemResponse codesImplementationEasy storageMajor descriptive categoriesStep instructionsGamificationPerformance dataConceptual stepsEvaluation dataInitial evaluation dataRecord keepingCompetitive atmosphereIllustrative example
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