Steffen Hess on Muck Rack

Steffen Hess

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Articles

A case study comparing anonymized and synthetic health insurance claims data for medication safety assessments

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By Mehmed Halilović, Thierry Meurers, Marco Alibone, Marion Ludwig, Paul Tiwald, Steven Wolter, Lisa Kühnel, Steffen Hess, Fabian Prasser, Karen Otte, Nico Sieberg-Riedel
| Nature Verified
Abstract Synthetic data generation is increasingly proposed as an alternative to classical anonymization for sharing health data. We compared concrete applications of both approaches on a small, high-dimensional health claims dataset, assessing their impact on fidelity, reproducibility of study outcomes, and privacy risks.
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