1. A medical imaging apparatus comprising: a scanner configured to acquire projection data of an object in a plurality of directions; and a data processor configured to generate a volume of interest based on the projection data, generate a two-dimensional (2D) reprojection image by reprojecting the volume of interest in at least one direction, and extract feature information from the 2D reprojection image.