Monitoring Disease Severity of Mild Cognitive Impairment from Single-Channel EEG Data Using Regression Analysis.
Saleha KhatunBashir I. MorshedGavin M. BidelmanPublished in: Sensors (2024)
Keyphrases
- mild cognitive impairment
- regression analysis
- eeg data
- single channel
- independent component analysis
- factor analysis
- high degree of accuracy
- brain activity
- multi channel
- principal component analysis
- blind source separation
- signal processing
- regression model
- correlation analysis
- ad patients
- brain computer interface
- eeg signals
- clinical trials
- brain images
- computer vision
- ground truth