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A framework for synthesizing contrast-enhanced breast MRI from pre-contrast images using conditional diffusion models. Implements subtraction-based and postcontrast DDPM variants with tumor-aware loss functions and segmentation-guided conditioning for enhanced lesion fidelity
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