Left ventricle segmentation from cardiac MRI combining level set methods with deep belief networks.
Tuan Anh NgoGustavo CarneiroPublished in: ICIP (2013)
Keyphrases
- level set method
- cardiac mri
- level set
- deep belief networks
- image segmentation
- active contours
- physiological parameters
- deep learning
- curve evolution
- active contour model
- left ventricle
- unsupervised learning
- sparse coding
- deformable models
- machine learning
- neural network
- energy functional
- left ventricular
- restricted boltzmann machine
- magnetic resonance images
- natural images
- hierarchical models
- image processing
- learning algorithm