An evaluation of computer-retrieved radiographic images is presented. The method, results, and significance of this technic are discussed. It remains for a group composed of radiologists, bio-medical engineers, and computer experts, to design and assemble an operational system which not only will test certain pattern recognition and "computer diagnosis" hypotheses, but will also result in the development of new useful technics.