TABLE 6.
Statistical comparisons with p-values about accuracy mean of the three methods for (A) AD vs. HC task (upper panel), (B) MCIc vs. HC task (middle panel), and (C) MCIc vs. MCInc task (lower panel).
| Model | PCA + SVM | 3D-SENet | CNN + EL proposed here |
| (A) | |||
| PCA + SVM | N/A | p > 0.05 | p < 0.05 |
| 3D-SENet | p > 0.05 | N/A | p < 0.05 |
| CNN + EL proposed here | p < 0.05 | p < 0.05 | N/A |
| (B) | |||
| PCA + SVM | N/A | p > 0.05 | p < 0.05 |
| 3D-SENet | p > 0.05 | N/A | p < 0.05 |
| CNN + EL proposed here | p < 0.05 | p < 0.05 | N/A |
| (C) | |||
| PCA + SVM | N/A | p < 0.05 | p > 0.05 |
| 3D-SENet | p < 0.05 | N/A | p < 0.05 |
| CNN + EL proposed here | p > 0.05 | p < 0.05 | N/A |