reduce scan time while maintaining diagnostic image quality. However, their adoption has
been plagued with fears that the models will hallucinate or eliminate important anatomical
features. To address this issue, we develop a framework to identify when and where a
reconstruction model is producing potentially misleading results. Specifically, our framework
produces confidence intervals at each pixel of a reconstruction image such that 95% of …