1. A method for increasing contrast in a medical image, comprising: acquiring the medical image by an imaging system; modifying an inverse modulation transfer function by a regularization using a control and processing unit; applying the modified inverse modulation transfer function to image signals of the medical image using the control and processing unit; and deconvolving the image signals by the application, wherein a negative value in the deconvolved image signals is corrected by a positive value.