Complexity Analysis of EEG, MEG, and fMRI in Mild Cognitive Impairment and Alzheimer's Disease: A Review.
Jie SunBin WangYan NiuYuan TanChanjuan FanNan ZhangJiayue XueJing WeiJie XiangPublished in: Entropy (2020)
Keyphrases
- complexity analysis
- mild cognitive impairment
- event related
- brain activity
- eeg data
- brain images
- healthy subjects
- high degree of accuracy
- functional magnetic resonance imaging
- brain computer interface
- early diagnosis
- brain regions
- normal controls
- independent component analysis
- ad patients
- eeg signals
- neurological disorders
- brain signals
- clinical trials
- lower bound
- theoretical analysis
- computer aided diagnosis
- medical images
- brain connectivity
- human brain
- activation detection
- human subjects
- healthy controls
- wide range
- cognitive states
- computer aided
- early stage
- first order logic
- magnetic resonance
- brain imaging
- computational complexity
- functional connectivity
- deformable registration
- white matter
- early detection
- blind source separation
- data analysis
- brain tissue
- breast cancer
- signal processing