Lymph node detection and segmentation in chest CT data using discriminative learning and a spatial prior

► A method for lymph node detection and segmentation in CT is presented. ► A discriminative model of the lymph node appearance is combined with a spatial prior. ► The spatial prior more than doubles the detection rate for fixed false alarms. ► Combining segmentation with detection further improves the detection performance.