The purpose of the project was the implementation of an automatic quality control system for mammography images. The purpose of the project was to develop a system for the automatic detection of irregularities in the mammographic image to automate quality control protocols of mammography systems, which are used under the DORA project (national screening program for breast cancer). The project involved three students of radiology, 1 student of computer science and informatics and 2 students of the masters programmme in medical physics.