Compared to other state-of-the-art transfer learning methods, our method accurately segmented more bronchi in the noisy CT scans.
It can generalize well on the real-world data from all the other unseen views.
The correlation between nodules and the counting number of airways and vessels that contact or project towards nodules are respectively (OR=22. 96, \chi^2=105. 04) and (OR=7. 06, \chi^2=290. 11).
Segmentation of brain tumors and their subregions remains a challenging task due to their weak features and deformable shapes.