Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI.
Xiaofeng LiuFangxu XingHanna K. GagginWeichung WangC.-C. Jay KuoGeorges El FakhriJonghye WooPublished in: EMBC (2021)
Keyphrases
- subspace learning
- mr imaging
- magnetic resonance imaging
- cardiac imaging
- mri images
- mr images
- brain structures
- medical images
- blood pool
- left ventricle
- short axis
- mri data
- magnetic resonance images
- dimensionality reduction
- magnetic resonance
- left ventricular
- fully automatic
- medical imaging
- manifold learning
- data representation
- sparse representation
- manual segmentation
- principal component analysis
- multiscale
- sparse coding
- image segmentation
- carotid artery
- coronary artery
- semi supervised
- imaging modalities
- neural network
- learning algorithm
- subspace learning algorithm
- face recognition
- segmentation algorithm
- automatic segmentation
- high dimensional data
- pattern recognition
- signal processing
- low dimensional
- generative model
- beating heart
- data sets