2023
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility
Martin D, Basodi S, Panta S, Rootes-Murdy K, Prae P, Sarwate A, Kelly R, Romero J, Baker B, Gazula H, Bockholt J, Turner J, Esper N, Franco A, Plis S, Calhoun V. Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility. Frontiers In Neuroinformatics 2023, 17: 1207721. PMID: 37404336, PMCID: PMC10315678, DOI: 10.3389/fninf.2023.1207721.Peer-Reviewed Original Research
2016
A Harmonized Data Quality Assessment Terminology and Framework for the Secondary Use of Electronic Health Record Data
Kahn M, Callahan T, Barnard J, Bauck A, Brown J, Davidson B, Estiri H, Goerg C, Holve E, Johnson S, Liaw S, Hamilton-Lopez M, Meeker D, Ong T, Ryan P, Shang N, Weiskopf N, Weng C, Zozus M, Schilling L. A Harmonized Data Quality Assessment Terminology and Framework for the Secondary Use of Electronic Health Record Data. Healthcare 2016, 4: 1244. PMID: 27713905, PMCID: PMC5051581, DOI: 10.13063/2327-9214.1244.Peer-Reviewed Original ResearchDQ assessmentEHR dataElectronic health record dataHealth record dataData quality assessmentElectronic health dataOperational analyticsData ownersAnalytics expertsData producersDQ issuesSet of termsSecondary useLogical frameworkOrganizational dataIterative refinementDQ frameworkHealth dataRecord dataInitial setUsersCommon approachFrameworkFuture workCommon understanding
2014
Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery
Zhao Y, Wang X, Jiang X, Ohno-Machado L, Tang H. Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery. Journal Of The American Medical Informatics Association 2014, 22: 100-108. PMID: 25352565, PMCID: PMC4433380, DOI: 10.1136/amiajnl-2014-003043.Peer-Reviewed Original ResearchConceptsData ownersData usersHuman genomic datasetsHuman genomic dataPatient privacyPrivacyGeneration approachUsersData selectionReal dataDatasetGenomic datasetsPrivate solicitationDNA datasetsScientific discoveryNew approachGenomic dataHigh confidencePilot versionEvaluation methodRight choiceOwnersAlgorithmNew techniqueDisease marker discovery
2012
iDASH: integrating data for analysis, anonymization, and sharing
Ohno-Machado L, Bafna V, Boxwala A, Chapman B, Chapman W, Chaudhuri K, Day M, Farcas C, Heintzman N, Jiang X, Kim H, Kim J, Matheny M, Resnic F, Vinterbo S, team A. iDASH: integrating data for analysis, anonymization, and sharing. Journal Of The American Medical Informatics Association 2012, 19: 196-201. PMID: 22081224, PMCID: PMC3277627, DOI: 10.1136/amiajnl-2011-000538.Commentaries, Editorials and LettersConceptsHigh-performance computing environmentPrivacy-preserving mannerCollaborative tool developmentData-sharing capabilitiesData ownersComputing environmentData consumersBiomedical computingHealth Insurance PortabilityTechnology researchTool developmentAccountability ActBiological projectsBiological dataInsurance PortabilityAnonymizationComputingPortabilityBehavioral researchersAlgorithmSoftwareCloudNew National CenterDataCapability
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