3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification.
Abdulsalam HajmohamadHasan KoyuncuPublished in: Mach. Learn. Knowl. Extr. (2023)
Keyphrases
- automatic classification
- feature vectors
- improve the classification accuracy
- pattern recognition
- training set
- feature representation
- automatically classify
- classification accuracy
- feature set
- feature selection
- pattern classification
- decision rules
- feature analysis
- input features
- feature values
- classification systems
- support vector machine svm
- image classification
- machine learning
- machine learning algorithms
- redundant features
- decision trees
- feature weights
- text classification
- connected components
- neural network
- benchmark datasets
- model selection
- classification scheme
- classification process
- training samples
- discriminative features
- active learning
- feature ranking
- face recognition
- irrelevant features
- preprocessing stage
- class labels