Successive Subspace Learning for Cardiac Disease Classification with Two-phase Deformation Fields from Cine MRI.
Xiaofeng LiuFangxu XingHanna K. GagginC.-C. Jay KuoGeorges El FakhriJonghye WooPublished in: CoRR (2023)
Keyphrases
- subspace learning
- dimensionality reduction
- deformation field
- mr images
- mr imaging
- medical images
- nonrigid registration
- support vector
- left ventricle
- feature selection
- image classification
- feature extraction
- feature space
- magnetic resonance imaging
- machine learning
- pattern recognition
- data representation
- feature vectors
- sparse representation
- dimension reduction
- principal component analysis
- mri data
- model selection
- manifold learning
- vector field
- image intensity
- unsupervised learning
- clinical applications
- image processing