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: CoRR (2021)
Keyphrases
- subspace learning
- mr imaging
- mri images
- mr images
- magnetic resonance imaging
- brain structures
- cardiac imaging
- medical images
- blood pool
- left ventricle
- short axis
- mri data
- dimensionality reduction
- magnetic resonance
- magnetic resonance images
- face recognition
- data representation
- manifold learning
- image segmentation
- fully automatic
- medical imaging
- sparse representation
- contrast enhanced
- semi supervised
- principal component analysis
- machine learning
- low dimensional
- patient specific
- segmentation algorithm
- left ventricular
- neural network
- imaging modalities
- sparse coding
- image data
- learning algorithm
- data sets
- manual segmentation
- coronary artery
- human brain
- test images
- carotid artery
- high dimensional data
- probabilistic model
- subspace learning algorithm