Shishuai Wang

Evaluating and Calibrating Diffusion Model-derived Uncertainty for Quantitative MRI Mapping

This work systematically evaluate uncertainty maps for quantitative MRI derived from multiple inferences of a data-consistent diffusion model-based qMRI framework to indicate that diffusion model-derived uncertainty is informative for reliability assessment and selective prediction, but requires calibration for quantit...