Automated cartilage segmentation from 3D MR images of hip joint using an ensemble of neural networks.
Ying XiaJosé V. ManjónCraig EngstromStuart CrozierOlivier SalvadoJurgen FrippPublished in: ISBI (2017)
Keyphrases
- neural network
- brain mr images
- semi automatic segmentation
- pattern recognition
- fully automatic
- mr images
- image segmentation
- level set
- medical images
- segmentation algorithm
- akaike information criterion
- automated segmentation
- automated analysis
- magnetic resonance images
- segmentation method
- computer assisted
- learning algorithm
- multiscale
- fuzzy logic
- random forest
- fully automated
- joint estimation
- segmentation accuracy
- competitive learning
- feature selection
- back propagation
- elastic registration
- artificial neural networks
- bayesian information criterion
- ground truth
- visual inspection
- input image
- ensemble learning
- automatic segmentation
- object segmentation
- ensemble methods
- multilayer perceptron
- neural network model