1. A method for detecting coronary ostia in a 3D volume, comprising: detecting a bounding box defining locations of a left native coronary ostium and a right native coronary ostium in the 3D volume using marginal space learning (MSL); and locally refining the location of each of the left native coronary ostium and the right native coronary ostium using a trained native coronary ostium detector.