I haven't heard of it yet, but it looks like it's related to generating medical images for image segmentation tasks. Looks like a solid approach. I think a crucial difference though is to distinguish between synthetic data for predictive modeling vs generative modeling 1/2.
Synthetic Data: Predictive Modeling vs Generative Modeling Distinction
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