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Author

Xiao-Xiang Li

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Sep 2026

PURD: A Prior-Guided and Uncertainty-Aware Residual Diffusion Model for Multi-Modal MRI Synthesis.

A Prior-guided Uncertainty-aware Residual Diffusion model (PURD), designed to generate accurate and anatomically consistent multi-modal MR images, and adopts a residual diffusion framework-replacing traditional Gaussian diffusion-to more effectively capture subtle lesion details.

Bhatti Uzair Aslam, Xiao-Xiang Li, Wan-Ling Peng et al. · 0 citations

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