A radiation treatment planning apparatus and method thereof are disclosed. The radiation treatment planning apparatus according to an embodiment of the present invention includes a processor configured to acquire first radiation therapy plan (RTP) data based on a medical image of a region of interest of a patient; acquire radiation therapy results data for the region of interest based on the first RTP data; and generate third RTP data from second RTP data preset for the region of interest using the radiation therapy results data.