Uncertainty as a Proxy for Semantic Correctness in Diffusion-Based Medical Image Synthesis.

arXiv:2610.03224v1 Announce Type: cross Abstract: Diffusion models can synthesise contrast-enhanced CT (CECT) from non-contrast CT (NCCT), avoiding contrast administration and its environmental and patient-access costs. However, visually realistic images are n