Sun J, et al. – The goal of this research to design novel shape descriptors based on three–dimensional (3D) body images and to use these parameters to establish prediction models for abdominal adiposity. It was concluded that novel body shape descriptors defined on 3D body images can effectively predict abdominal adiposity quantified by MRI.