Two stage residual CNN for texture denoising and structure enhancement on low dose CT image.

Background And Objective: X-ray computed tomography (CT) plays an important role in modern medical science. Human health problems caused by CT radiation have attracted the attention of the academic community widely. Reducing radiation dose results in a deterioration in image quality and further affects doctor's diagnosis.