Table 1 The performance of the measures \({\mathscr {C}}\), \({\mathscr {F}}\), \({\mathscr {Q}}\), \({\mathscr {E}}\), \(\Delta\), and \({\mathscr {I}}\) that best distinguish healthy from AD patients when electrode displacement, frequency band and eye condition are taken into account.
From: Computational methods of EEG signals analysis for Alzheimer’s disease classification
Measure | Electrode | Band | Groups | p value | AUC |
|---|---|---|---|---|---|
\({\mathscr {C}}\) | T3-O2 | Original | A vs. C | 1.50\(\times 10^{-22}\) | 0.999 |
\({\mathscr {C}}\) | T3-C4 | Original | B vs. D | 3.14\(\times 10^{-24}\) | 0.995 |
\({\mathscr {F}}\) | F1 | Theta | A vs. C | 3.72\(\times 10^{-7}\) | 0.944 |
\({\mathscr {F}}\) | T6 | Theta | B vs. D | 4.70\(\times 10^{-14}\) | 0.906 |
\({\mathscr {Q}}\) | T6 | Delta | A vs. C | 1.08\(\times 10^{-20}\) | 1.000 |
\({\mathscr {Q}}\) | F7 | Delta | B vs. D | 3.71\(\times 10^{-20}\) | 0.980 |
\({\mathscr {E}}\) | T6 | Delta | A vs. C | 2.51\(\times 10^{-6}\) | 0.865 |
\({\mathscr {E}}\) | F7 | Delta | B vs. D | 3.86\(\times 10^{-7}\) | 0.938 |
\(\Delta\) | O2 | Delta | A vs. C | 3.51\(\times 10^{-31}\) | 1.000 |
\(\Delta\) | F3 | Delta | B vs. D | 8.35\(\times 10^{-30}\) | 1.000 |
\({\mathscr {I}}\) | T6 | Delta | A vs. C | 1.06\(\times 10^{-12}\) | 0.958 |
\({\mathscr {I}}\) | F3 | Delta | B vs. D | 1.22\(\times 10^{-13}\) | 0.960 |
