A method of detecting the presence of an abnormality in image data, comprises acquiring an image data set representative of an image of a subject, acquiring a statistical atlas representative of normal image data sets obtained from a plurality of reference subjects, comparing the image data to the statistical atlas, and determining the presence of an abnormality by determining a measure of the difference between the image data and the statistical atlas.