shangyang Ju

Automatic segmentation of malignant pulmonary nodules on LUNA16 subsets using an attention-guided 3D U-Net framework

Objective Lung cancer is the leading cause of cancer-related mortality worldwide, and accurate segmentation of malignant pulmonary nodules is essential for quantitative lesion analysis and computer-aided lung cancer screening. Manual segmentation is time-consuming and highly depe...