Automated Multiclass Classification of Spontaneous EEG Activity in Alzheimer's Disease and Mild Cognitive Impairment.
Saúl J. Ruiz-GómezCarlos GómezJesús PozaGonzalo C. Gutiérrez-TobalMiguel Ángel Tola-ArribasMónica CanoRoberto HorneroPublished in: Entropy (2018)
Keyphrases
- multiclass classification
- mild cognitive impairment
- eeg data
- early diagnosis
- high degree of accuracy
- multi class
- brain images
- computer aided
- brain activity
- ad patients
- computer aided diagnosis
- clinical trials
- cost sensitive
- brain connectivity
- binary classification
- early detection
- eeg signals
- independent component analysis
- machine learning algorithms
- brain computer interface
- binary classifiers
- healthy subjects
- medical images
- support vector machine
- early stage
- human brain
- functional magnetic resonance imaging
- knn
- pattern recognition
- svm classification
- training samples
- principal component analysis
- base classifiers