1. A method for suppressing a noise in a medical image, comprising: measuring a gradient field strength of an image pixel of the medical image; selecting a filter mask for filtering the noise as a function of the measured gradient field strength; comparing the measured gradient field strength with a predetermined threshold value; measuring a variance of the gradient field strength, determining a minimum variance of the measured variance, and determining an optimum direction of the filtering based on the minimum variance.