2020
Agile Health Care Analytics: Enabling Real-Time Disease Surveillance With a Computational Health Platform
Schulz WL, Durant T, Torre CJ, Hsiao AL, Krumholz HM. Agile Health Care Analytics: Enabling Real-Time Disease Surveillance With a Computational Health Platform. Journal Of Medical Internet Research 2020, 22: e18707. PMID: 32442130, PMCID: PMC7257473, DOI: 10.2196/18707.Peer-Reviewed Original ResearchConceptsReal-time dataHealth information technologyReal-world dataHealth platformInformation technologyCombination of technologiesReal timeSevere acute respiratory syndrome coronavirus 2Acute respiratory syndrome coronavirus 2Timely informationRespiratory syndrome coronavirus 2PlatformRespiratory tract infectionsSyndrome coronavirus 2Health care systemTract infectionsCoronavirus disease (COVID-19) outbreakIncident casesCoronavirus 2Novel applicationTechnologyAnalyticsHealth systemCare systemSpecific pathogens
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
2018
The 21st Century Cures Act and electronic health records one year later: will patients see the benefits?
Lye CT, Forman HP, Daniel JG, Krumholz HM. The 21st Century Cures Act and electronic health records one year later: will patients see the benefits? Journal Of The American Medical Informatics Association 2018, 25: 1218-1220. PMID: 30184156, PMCID: PMC7646899, DOI: 10.1093/jamia/ocy065.Peer-Reviewed Original ResearchConceptsElectronic health recordsHealth recordsHealth information technologyInformation exchange networkHealth information exchangeData sharingHealth information exchange networkInformation technologyCentury Cures ActInformation exchangeInteroperabilityHealth dataCures ActImplementationAccessResearch initiativesRequirementsExchange networksSharingCertification requirementsNetworkTechnologyPotential benefitsRules
2017
The primary health-care system in China
Li X, Lu J, Hu S, Cheng K, De Maeseneer J, Meng Q, Mossialos E, Xu DR, Yip W, Zhang H, Krumholz HM, Jiang L, Hu S. The primary health-care system in China. The Lancet 2017, 390: 2584-2594. PMID: 29231837, DOI: 10.1016/s0140-6736(17)33109-4.Peer-Reviewed Original ResearchMeSH KeywordsChinaHealthcare FinancingHumansInsurance, HealthMedical InformaticsPrimary Health CareQuality of Health CareWorkforceConceptsPrimary health care systemHealth care systemChronic non-communicable diseasesEvidence-based performance indicatorsNon-communicable diseasesEveryday clinical practiceQuality of careHealth information technology systemsRisk factorsClinical practiceCare deliveryVillage doctorsHealth care reformInadequate educationCost savingsWorld populationPopulationPrevalenceDisease
2016
Data Acquisition, Curation, and Use for a Continuously Learning Health System
Krumholz HM, Terry SF, Waldstreicher J. Data Acquisition, Curation, and Use for a Continuously Learning Health System. JAMA 2016, 316: 1669-1670. PMID: 27668668, DOI: 10.1001/jama.2016.12537.Peer-Reviewed Original Research
2014
Managing the Information Boundary of an Organization
Krumholz HM, Downing NS. Managing the Information Boundary of an Organization. Circulation Cardiovascular Quality And Outcomes 2014, 7: 805-806. PMID: 25387775, PMCID: PMC4322936, DOI: 10.1161/circoutcomes.114.001500.Peer-Reviewed Original ResearchBig Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System
Krumholz HM. Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System. Health Affairs 2014, 33: 1163-1170. PMID: 25006142, PMCID: PMC5459394, DOI: 10.1377/hlthaff.2014.0053.Peer-Reviewed Original ResearchConceptsBig dataNext-generation analyticsHealth care dataNew data sourcesAdvanced analyticsData meaningLearning health systemInformation needsUnmet information needsMassive quantitiesData sourcesHealth policy makersComplexity of patientsAnalyticsLearning health care systemComparative effectiveness researchHealth care systemPopulation health researchKnowledge generationCare dataHealth systemPatientsCare systemEffectiveness researchHealth research
2001
Key challenges in measuring quality of care: what needs to be done?
Krumholz H. Key challenges in measuring quality of care: what needs to be done? The American Journal Of Medicine 2001, 111: 324-325. PMID: 11566466, DOI: 10.1016/s0002-9343(01)00890-7.Peer-Reviewed Original Research