Generative Models

Medical AI

Towards Virtual Clinical Trials of Radiology AI with Conditional Generative Modeling

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We propose a framework for conducting virtual clinical trials of radiology AI systems using conditional generative models to synthesize realistic medical imaging scenarios for comprehensive AI evaluation.

B. D. Killeen*, Bohua Wan*, A. V. Kulkarni, N. Drenkow, M. Oberst, P. H. Yi, M. Unberath

arXiv preprint arXiv:2502.09688 (2025).