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A quantitative and qualitative assessment of differential privacy's ability to support collaborative research using a real-world data analysis.

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Title: A quantitative and qualitative assessment of differential privacy's ability to support collaborative research using a real-world data analysis.
Authors: Gieser DP; The Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, United States., Arya AR; The Grainger College of Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, United States., Smith RL; Department of Biomedical and Translational Sciences, Carle-Illinois College of Medicine, Urbana, IL, 61801, United States.; Department of Pathobiology, University of Illinois Urbana-Champaign College of Veterinary Medicine, Urbana, IL, 61802, United States., Vozenilek JA; OSF Innovation, OSF HealthCare, Peoria, IL, 61603, United States.; Department of Emergency Medicine, University of Illinois College of Medicine, Peoria, IL, 61605, United States.; Department of BioEngineering, University of Illinois at Urbana-Champaign Grainger College of Engineering, Urbana, IL, 61801, United States., Raman V; Oasis Labs, Inc., San Francisco, CA, 94104, United States., Handler JA; OSF Innovation, OSF HealthCare, Peoria, IL, 61603, United States.; Department of Emergency Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, United States.
Source: JAMIA open [JAMIA Open] 2025 Nov 09; Vol. 8 (6), pp. ooaf144. Date of Electronic Publication: 2025 Nov 09 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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ISSN:2574-2531
DOI:10.1093/jamiaopen/ooaf144