Multi-scale dense selective network based on border modeling for lung nodule segmentation

Hexi Wang, Ning Xiao, Shichao Luo, Runrui Li, Jun Zhao, Yulan Ma, Juanjuan Zhao, Yan Qiang, Long Wang, Jianhong Lian

Abstract: Accurate quantification of pulmonary nodules helps physicians to accurately diagnose and treat lung cancer. We try to improve the segmentation efficiency of irregular nodules while maintaining the segmentation accuracy of simple types of nodules.