Make it more specific: A novel uncertainty based airway segmentation application on 3D U-Net and its variants

no code implementations • 12 Feb 2024 • Shiyi Wang, Yang Nan, Felder Federico N, Sheng Zhang, Walsh Simon L F, Guang Yang

The most popular algorithms in medical segmentation, 3D U-Net and its variants, can directly implement the task of lung trachea segmentation, but its failure to consider the special tree-like structure of the trachea suggests that there is much room for improvement in its segmentation accuracy.

Segmentation