Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI.
Abouzar EslamiMehmet YigitsoyNassir NavabPublished in: EMBC (2011)
Keyphrases
- cardiac mri
- manifold learning
- physiological parameters
- left ventricle
- low dimensional
- magnetic resonance images
- high dimensional data
- dimensionality reduction
- high dimensional
- left ventricular
- level set
- segmentation method
- shape model
- short axis
- semi supervised
- shape prior
- multiscale
- geodesic distance
- pattern recognition
- machine learning
- wall thickness
- image processing
- image segmentation
- shape analysis
- data sets
- medical images
- image analysis