2024
Patient Privacy and Data Provenance in Pulmonary and Critical Care Research Using Big Data.
Jain S, Krumholz H. Patient Privacy and Data Provenance in Pulmonary and Critical Care Research Using Big Data. Annals Of The American Thoracic Society 2024, 21: 538-540. PMID: 38259228, PMCID: PMC10995548, DOI: 10.1513/annalsats.202305-497ip.Peer-Reviewed Original Research
2020
The Promise of Big Data and Digital Solutions in Building a Cardiovascular Learning System: Opportunities and Barriers.
Mori M, Khera R, Lin Z, Ross JS, Schulz W, Krumholz HM. The Promise of Big Data and Digital Solutions in Building a Cardiovascular Learning System: Opportunities and Barriers. Methodist DeBakey Cardiovascular Journal 2020, 16: 212-219. PMID: 33133357, PMCID: PMC7587314, DOI: 10.14797/mdcj-16-3-212.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsLearning health systemLearning systemCommon data modelDynamic learning systemAdvanced analyticsBig dataData assetsData modelDigital solutionsCustomer interactionContinuous learningKnowledge generationEffective useConceptual modelAnalyticsSystemGoogleHealth systemLearningComparable scaleModelDataCompanies
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 ResearchWith Great Power Comes Great Responsibility
Khera R, Krumholz HM. With Great Power Comes Great Responsibility. Circulation Cardiovascular Quality And Outcomes 2017, 10: e003846. PMID: 28705865, PMCID: PMC5728376, DOI: 10.1161/circoutcomes.117.003846.Commentaries, Editorials and Letters