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
2017
2017 Roadmap for Innovation—ACC Health Policy Statement on Healthcare Transformation in the Era of Digital Health, Big Data, and Precision Health A Report of the American College of Cardiology Task Force on Health Policy Statements and Systems of Care
Bhavnani SP, Parakh K, Atreja A, Druz R, Graham GN, Hayek SS, Krumholz HM, Maddox TM, Majmudar MD, Rumsfeld JS, Shah BR. 2017 Roadmap for Innovation—ACC Health Policy Statement on Healthcare Transformation in the Era of Digital Health, Big Data, and Precision Health A Report of the American College of Cardiology Task Force on Health Policy Statements and Systems of Care. Journal Of The American College Of Cardiology 2017, 70: 2696-2718. PMID: 29169478, DOI: 10.1016/j.jacc.2017.10.018.Peer-Reviewed Original ResearchMeSH KeywordsAdvisory CommitteesAmerican Heart AssociationBig DataCardiologyDiffusion of InnovationHealth PolicyHumansPrecision MedicineUnited States
2012
Three Reasons to Abandon Low-Density Lipoprotein Targets
Hayward RA, Krumholz HM. Three Reasons to Abandon Low-Density Lipoprotein Targets. Circulation Cardiovascular Quality And Outcomes 2012, 5: 2-5. PMID: 22253366, DOI: 10.1161/circoutcomes.111.964676.Peer-Reviewed Original Research
2011
Outcomes Research in the Global Environment
Krumholz HM. Outcomes Research in the Global Environment. Circulation Cardiovascular Quality And Outcomes 2011, 4: 489-490. PMID: 21934077, DOI: 10.1161/circoutcomes.111.963058.Peer-Reviewed Original ResearchPatient-Centered Medicine
Krumholz HM. Patient-Centered Medicine. Circulation Cardiovascular Quality And Outcomes 2011, 4: 374-375. PMID: 21772000, DOI: 10.1161/circoutcomes.111.962217.Peer-Reviewed Original Research
2010
Informed Consent to Promote Patient-Centered Care
Krumholz HM. Informed Consent to Promote Patient-Centered Care. JAMA 2010, 303: 1190-1191. PMID: 20332406, DOI: 10.1001/jama.2010.309.Peer-Reviewed Original Research