Automated torso organ segmentation from 3D CT images using structured perceptron and dual decomposition.
Yukitaka NimuraYuichiro HayashiTakayuki KitasakaKensaku MoriPublished in: Medical Imaging: Computer-Aided Diagnosis (2015)
Keyphrases
- dual decomposition
- organ segmentation
- ct data
- map inference
- energy minimization
- liver segmentation
- lagrangian relaxation
- automatic segmentation
- graphical models
- markov logic
- markov random field
- level set
- fully automatic
- learning algorithm
- computer aided diagnosis
- integer programming
- structured prediction
- three dimensional
- computer aided
- prior information
- ct scans
- max margin
- pairwise
- bayesian networks