Identification of Atrophy Patterns in Alzheimer's Disease Based on SVM Feature Selection and Anatomical Parcellation.
Lilia MesrobBenoit MagninOlivier ColliotMarie SarazinValérie Hahn-BarmaBruno DuboisPatrick GallinariStéphane LehéricySerge KinkingnéhunHabib BenaliPublished in: MIAR (2008)
Keyphrases
- feature selection
- support vector
- support vector machine
- multi class
- selected features
- classification accuracy
- text categorization
- support vector machine svm
- knn
- feature space
- small sample
- machine learning
- medical images
- feature set
- feature ranking
- feature vectors
- outbreak detection
- healthy subjects
- feature extraction
- computer aided diagnosis
- multi task
- feature subset
- microarray data
- white matter
- feature selection algorithms
- text classification
- atlas construction
- mutual information
- patient groups