A Combined Deep-Learning and Deformable-Model Approach to Fully Automatic Segmentation of the Left Ventricle in Cardiac MRI.
M. R. AvendiArash KheradvarHamid JafarkhaniPublished in: CoRR (2015)
Keyphrases
- cardiac mri
- deformable models
- left ventricle
- medical images
- image analysis
- short axis
- magnetic resonance images
- physiological parameters
- wall thickness
- medical image analysis
- left ventricular
- fully automatic
- image segmentation
- shape prior
- object boundaries
- mr images
- active appearance models
- manual segmentation
- displacement field
- mri images
- pattern recognition
- magnetic resonance imaging
- ct images
- segmentation method
- multiscale