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Protecting patient privacy in tabular synthetic health data: a regulatory perspective

Abstract Synthetic tabular data generation (SDG) is increasingly important in healthcare research and innovation while preserving patients’ privacy. However, ethical concerns remain, primarily over residual privacy vulnerability and insufficient oversight. This review analyzes the only published SDG...

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Bibliographic Details
Main Authors: Lisa Pilgram, Haksoo Ko, Adeline Tung, Khaled El Emam
Format: Artigo
Language:Inglês
Published: Nature Portfolio 2025-11-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-02112-0
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