A Genetic Algorithm for the selection of structural MRI features for classification of Mild Cognitive Impairment and Alzheimer's Disease.
Alexander Luke SpeddingGiuseppe Di FattaMario CannataroPublished in: BIBM (2015)
Keyphrases
- feature vectors
- classification accuracy
- feature set
- feature extraction
- feature space
- svm classifier
- extracted features
- early diagnosis
- support vector
- pattern recognition
- support vector machine
- mild cognitive impairment
- pattern classification
- support vector machine svm
- normal controls
- magnetic resonance images
- magnetic resonance imaging
- decision trees
- medical images
- early stage
- mr images
- image analysis
- healthy controls