VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI.
Xiaofeng LiuFangxu XingChao YangC.-C. Jay KuoSuma BabuGeorges El FakhriThomas JenkinsJonghye WooPublished in: CoRR (2021)
Keyphrases
- subspace learning
- dimensionality reduction
- pattern recognition
- feature extraction
- fisher criterion
- decision trees
- discriminant subspace
- manifold learning
- image classification
- dimension reduction
- support vector
- neural network
- data representation
- machine learning
- sparse coding
- discriminant analysis
- support vector machine svm
- medical images
- feature selection
- principal component analysis
- feature vectors
- feature space
- computer vision
- model selection
- high dimensional data
- sparse representation
- mr images
- high dimensionality
- support vector machine
- training set
- face recognition
- data mining
- multiscale
- data sets