Over the past few years, techniques for CT colonography evolved rapidly, stimulated by encouraging performance data. Computer aided detection (CAD) methods were developed that enhance the efficiency of reading the data. Our objective in this paper is to review some recent advances on this topic, by others as well by ourselves.