Fully automated esophagus segmentation with a hierarchical deep learning approach.
Roger TrulloCaroline PetitjeanDong NieDinggang ShenSu RuanPublished in: ICSIPA (2017)
Keyphrases
- fully automated
- deep learning
- fully automatic
- unsupervised learning
- low contrast
- automated segmentation
- manual segmentation
- unsupervised feature learning
- restricted boltzmann machine
- automatic segmentation
- segmentation algorithm
- semi automatic
- segmentation method
- deep belief networks
- level set
- weakly supervised
- machine learning
- supervised learning
- ct images
- three dimensional
- ct scans
- region growing
- object segmentation
- multiscale
- mental models
- shape prior
- energy function
- medical images
- probabilistic model
- image segmentation
- prior shape knowledge
- feature selection