1. A procedure for image segmentation on three-dimensional (3D) medical images, comprising: generating a projection of a 3D image that includes an anatomic structure; tracing on the projection at least one curve corresponding to the anatomic structure; extracting a curved volume of interest based on the at least one curve and the projection; and extracting a segmentation of the anatomic structure in the curved volume of interest.