A method for automatically transforming computed tomography (CT) studies to a common reference frame includes transforming selected CT studies to the common reference frame and generating a statistical atlas via a registration algorithm including a local refinement and establishing voxel-to-voxel correspondence between a CT study to be segmented and the statistical atlas via the registration algorithm including the local refinement.