An Optimal Decisional Space for the Classification of Alzheimer's Disease and Mild Cognitive Impairment.
Qi ZhouMohammed GoryawalaMercedes CabrerizoJin WangWarren BarkerDavid A. LoewensteinRanjan DuaraMalek AdjouadiPublished in: IEEE Trans. Biomed. Eng. (2014)
Keyphrases
- mild cognitive impairment
- high degree of accuracy
- normal controls
- classification accuracy
- pattern recognition
- early diagnosis
- decision trees
- feature selection
- support vector
- support vector machine svm
- ad patients
- pattern classification
- eeg data
- principal component analysis
- feature extraction
- feature set
- class imbalance
- image analysis
- training set
- feature space