1. A Computer Aided Diagnosis (CAD) apparatus comprising: a gaze area detector configured to detect, based on eye movement of a user, a gaze area on a medical image on which a region of interest (ROI) is detected, the gaze area being an area at which the user gazes for a period of time; and an ROI redetector configured to detect another ROI on the gaze area.