Spectral and complexity analysis of scalp EEG characteristics for mild cognitive impairment and early Alzheimer's disease.
Joseph C. McBrideXiaopeng ZhaoNancy B. MunroCharles D. SmithGregory A. JichaLee M. HivelyLucas S. BrosterFrederick A. SchmittRichard J. KryscioYang JiangPublished in: Comput. Methods Programs Biomed. (2014)
Keyphrases
- complexity analysis
- mild cognitive impairment
- eeg data
- high degree of accuracy
- eeg signals
- independent component analysis
- early diagnosis
- brain computer interface
- theoretical analysis
- ad patients
- healthy subjects
- neurological disorders
- signal processing
- normal controls
- blind source separation
- lower bound
- single trial
- first order logic
- healthy controls
- brain connectivity
- computational complexity
- feature extraction
- early stage
- non stationary
- image analysis
- brain activity
- management system
- image segmentation
- ground truth
- principal component analysis
- machine learning
- data mining