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Can We Trust Synthetic Data in Medicine? A Scoping Review of Privacy and Utility Metrics

Medicine and Health

Can We Trust Synthetic Data in Medicine? A Scoping Review of Privacy and Utility Metrics

B. Kaabachi, J. Despraz, et al.

This research by Bayrem Kaabachi, Jérémie Despraz, Thierry Meurers, Karen Otte, Mehmed Halilovic, Fabian Prasser, and Jean Louis Raisaro tackles the critical balance between sharing health data for research and protecting privacy. The study presents a scoping review, uncovering a significant lack of standard evaluation methods for synthetic data's privacy and utility, urging for awareness and uniform approaches in medical data sharing.

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