Task-based Assessment of Deep Networks for Sinogram Denoising with A Transformer-based Observer

Yongyi Shi, Ge Wang, Xuanqin Mou

A variety of supervise learning methods are available for low-dose CT denoising in the sinogram domain. Traditional model observers are widely employed to evaluate these methods. H…