Extending Med-DDPM to AD, synthetic MRIs conditioned on anatomical masks produce segmentation models with Dice 0.6532 (synthetic-only) and 0.7244 (hybrid real+synthetic), outperforming real-only training at 0.6513.
Physics- Inspired Generative Models in Medical Imaging: A Review,
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Structural MRI Synthesis for Alzheimer's Disease via Conditional Diffusion on Anatomical Masks
Extending Med-DDPM to AD, synthetic MRIs conditioned on anatomical masks produce segmentation models with Dice 0.6532 (synthetic-only) and 0.7244 (hybrid real+synthetic), outperforming real-only training at 0.6513.