A fully automated CT-based airway segmentation algorithm using deep learning and topological leakage detection and branch augmentation approaches.
Syed Ahmed NadeemEric A. HoffmanPunam K. SahaPublished in: Medical Imaging: Image Processing (2019)
Keyphrases
- fully automated
- segmentation algorithm
- deep learning
- automatic segmentation
- ct data
- manual segmentation
- image segmentation
- region growing
- ct images
- unsupervised learning
- segmentation method
- fully automatic
- medical images
- computed tomography
- input image
- graph cuts
- object segmentation
- superpixels
- active shape model
- segmented images
- object detection
- pulmonary nodules
- medical imaging
- computer vision
- d objects