The recent development of medical devices enables us to acquire high resolution medical images. 3D shape models of human organs obtained from the images are useful for computer aided systems for therapy and diagnosis. On the contrary, Artificial Intelligence(AI)-based methods and technologies have achieved high performance in medical applications. In this paper, we introduce computer medical support systems using 3D organ models and AI presenting our latest research results.