Classification of Alzheimer's disease and mild cognitive impairment by pattern recognition of EEG power and coherence.
Kwaku AkrofiRanadip PalMary C. BakerBrian NutterRandolph W. SchifferPublished in: ICASSP (2010)
Keyphrases
- pattern recognition
- mild cognitive impairment
- pattern classification
- support vector machine svm
- signal processing
- feature extraction
- eeg data
- machine learning
- eeg signals
- normal controls
- computer vision
- high degree of accuracy
- ad patients
- classification accuracy
- image processing
- feature space
- x ray
- expert systems
- image analysis
- preprocessing
- decision trees
- decision making
- feature selection