A conditional latent diffusion model synthesizes full-body CT images with controlled patient attributes, and virtual clinical trials on these images replicate the performance degradation and biases of downstream radiology AI models.
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Towards Virtual Clinical Trials of Radiology AI with Conditional Generative Modeling
A conditional latent diffusion model synthesizes full-body CT images with controlled patient attributes, and virtual clinical trials on these images replicate the performance degradation and biases of downstream radiology AI models.