ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans.
Cher BassMariana da SilvaCarole H. SudreLogan Z. J. WilliamsHelena S. SousaPetru-Daniel TudosiuFidel Alfaro-AlmagroSean P. FitzgibbonMatthew F. GlasserStephen M. SmithEmma C. RobinsonPublished in: IEEE Trans. Medical Imaging (2023)
Keyphrases
- feature vectors
- support vector
- regression problems
- model selection
- classification accuracy
- classification method
- supervised feature selection
- feature analysis
- pattern recognition
- image classification
- feature selection
- classification rules
- regression model
- numeric values
- decision trees
- feature extraction
- pattern classification
- linear regression
- text classification
- discriminative features
- feature representation
- classification scheme
- support vector machine svm
- classification models
- support vector machine
- feature set
- cross validation
- regression method
- svm classification
- svm classifier
- individual features
- preprocessing stage
- machine learning