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: Medical Image Anal. (2016)
Keyphrases
- cardiac mri
- deformable models
- left ventricle
- image analysis
- medical images
- short axis
- medical image analysis
- wall thickness
- fully automatic
- magnetic resonance images
- physiological parameters
- left ventricular
- image segmentation
- object boundaries
- manual segmentation
- shape prior
- active appearance models
- computer vision
- pattern recognition
- three dimensional