1. A method for treating noise in low-dose computed tomography projections and reconstructed images comprising the steps of: acquiring raw data at a low mA value; applying a domain specific filter in a sinogram domain of the raw data; and applying an edge preserving smoothing filter in an image domain of the raw data after filtering in the sinogram domain.