1. A method for specifying a threshold for display of regions of interest by a computer aided detection device for analysis of medical images comprising: displaying images of a range of different abnormalities that may be observed in an anatomical image, receiving a signal designating one of the images, and displaying an anatomical image in which abnormalities less severe than the designated image are not annotated.