Discovery is a research network from the Society of Critical Care Medicine (SCCM) that fosters multiprofessional collaborative research to improve outcomes for critically ill and injured patients and seeks to incorporate findings into practice using SCCM’s broad base of programs.
Wrangling Real-World Data: Optimizing Clinical Research Through Factor Selection with LASSO Regression
Howard KA, Anderson W, Podichetty JT, et al. Int J Environ Res Public Health. 2025;22(4):464.
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Guiding Principles for Data Sharing and Harmonization: Results of a Systematic Review and Modified Delphi from the Society from Critical Care Medicine Data Science Campaign
Armaignac D, Heavner S, Rausen M, et al. Crit Care Med. March 2025. 53(3):p e619-e631,
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Development of a Core Critical Care Data Dictionary With Common Data Elements to Characterize Critical Illness and Injuries Using a Modified Delphi Method
Murphy D, Anderson W, Heavner S, et al. Crit Care Med. 2025 Feb 21; In press.
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Differences in Documentation Practices Across Intensive Care Units in the US: A Cluster Analysis
Oladokun B, Modem V, Gao C, Jain M, Smith A, Mankotia N. Presented at Society of Critical Care Medicine Critical Care Congress. February 2025. Orlando, Florida. Crit Care Med. 2025 Jan;53(1).
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Critical Data for Critical Care: A Primer on Leveraging Electronic Health Record Data for Research From Society of Critical Care Medicine’s Panel on Data Sharing and Harmonization
Heavner SF, Kumar VK, Anderson W, et al. Crit Care Explore. 6(11):e1179.
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