1. A method of segmenting a tumor region in an image, the method being implemented via execution of computer instructions configured to run at one or more processing modules and configured to be stored at one or more non-transitory memory storage modules, the method comprising: computing a kernel sparse code for each pixel of at least a portion of the image; and identifying, using a classifier, each pixel belonging to the tumor region.