Automated Kidney Segmentation for Traumatic Injured Patients through Ensemble Learning and Active Contour Modeling.
Negar FarzanehS. M. Reza SoroushmehrHirenkumar PatelAlexander WoodJonathan GryakDavid Paul FessellKayvan NajarianPublished in: EMBC (2018)
Keyphrases
- active contours
- ensemble learning
- level set
- shape prior
- cardiac ultrasound images
- segmentation method
- image segmentation
- gradient vector flow
- energy function
- energy functional
- active contour model
- snake model
- generalization ability
- level set evolution
- active contour segmentation
- object boundaries
- region based active contours
- level set method
- ensemble methods
- external force
- feature selection
- region growing
- mumford shah functional
- partial differential equations
- segmentation algorithm
- base classifiers
- force field
- unlabeled data
- shape constraints
- prior shape
- bp neural network
- graph cuts
- knn
- chan vese model
- feature extraction
- machine learning