Perception-Aware Losses Facilitate CT Denoising and Artifact Removal

The concerns over radiation-related health risks associated with the increasing use of computed tomography (CT) have accelerated the development of low-dose strategies. There is a higher need for low dosage in interventional applications as repeated scanning is performed. However, using the noisier and under-sampled low-dose datasets, the standard reconstruction algorithms produce low-resolution i...