1. A method for detecting the presence of an abnormality in at least one medical image, comprising: obtaining image data including pixels of an organ; segmenting the image data into organ image data and non-organ image data; extracting predetermined features from said organ image data to produce a set of image features; comparing said set of image features with a reference set of organ image features derived from known abnormal image data and known normal image data; and producing a comparison result.