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H. Brenner

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Open access Aug 2025

Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests

Abstract Background Synthetic data hold substantial potential to address practical challenges in epidemiology due to restricted data access and privacy concerns. However, many current methods suffer from limited quality, high computational demands, and complexity for non-experts. Furthermore, common evaluation strategi...

J. Kapar, K. Günther, L. Vallis et al. · 1 citation

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