Review Article
Systematic Review on Resting-State EEG for Alzheimer’s Disease Diagnosis and Progression Assessment
| Category | Description | Articles |
| Entropy | Auto mutual information | [42, 140, 144, 146, 162] | Epoch-based entropy | [93] | Fuzzy entropy | [110, 140] | Multiscale entropy | [146, 170] | Multivariate multiscale entropy | [80] | Quadratic sample entropy | [108] | Sample entropy | [92, 96, 137, 140] | Shannon entropy | [93, 146, 162] | Spectral entropy | [100, 140, 146] | Tsallis entropy | [146, 162] | Wavelet entropy | [92] |
| Other | Bispectrum analysis | [122] | Central tendency measure | [140] | Correlation dimension | [93] | Distance-based LempelZiv complexity (dLZC) | [109] | Hjorth activity, mobility, and complexity | [137, 178] | Lempel-Ziv complexity | [102, 137, 140] | Visibility graphs | [126] | Wavelet compression coefficients | [132] |
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