We propose statistical measures for finding masses in mammograms. The measu
res are based on fitting broken line regressions to local intensity plots o
f the images. The method is illustrated on a small database of mammograms t
hat have been read by a radiologist and confirmed by operative data. This w
ork illustrates some of the statistical challenges in working with large di
agnostic images.