2020
Bridging the Collaboration Gap: Real-time Identification of Clinical Specimens for Biomedical Research
Durant TJS, Gong G, Price N, Schulz WL. Bridging the Collaboration Gap: Real-time Identification of Clinical Specimens for Biomedical Research. Journal Of Pathology Informatics 2020, 11: 14. PMID: 32477620, PMCID: PMC7245342, DOI: 10.4103/jpi.jpi_15_20.Peer-Reviewed Original ResearchOpen source applicationsReal timeReal-time environmentDifferent use casesE-mail notificationData architectureUnstructured dataCommodity hardwareUse casesMinimal overheadReal-time identificationAdditional data typesData typesReal-world clinical dataCollaboration gapsClinical workflowSpecimen metadataTypical approachShort stability timeHealth platformNovel approachSpecimen retentionFuture workElasticsearchNotification
2019
Health Care and Precision Medicine Research: Analysis of a Scalable Data Science Platform
McPadden J, Durant TJ, Bunch DR, Coppi A, Price N, Rodgerson K, Torre CJ, Byron W, Hsiao AL, Krumholz HM, Schulz WL. Health Care and Precision Medicine Research: Analysis of a Scalable Data Science Platform. Journal Of Medical Internet Research 2019, 21: e13043. PMID: 30964441, PMCID: PMC6477571, DOI: 10.2196/13043.Peer-Reviewed Original ResearchConceptsData science platformOpen source technologiesHealth care dataSource technologiesModern big data platformScience platformData management approachTraditional computer systemsBig data workloadsBig data platformBig data sourcesReal-time datasetBiomedical research dataHealth care applicationsData-driven researchPatient monitoringScalable analyticsApache StormData lakeData workloadsAnalytics platformData acquisition workflowContinuous patient monitoringUse casesData platform