Table 7 Balanced classification accuracies in % for distinguishing between HC and AD subjects (effect sizes in parentheses) after correcting for various nuisance factors (100 runs, 6-fold cross-validation, LDA). Largest effect size in bold.
structures/correction | none | age | brain size | gender | all |
|---|---|---|---|---|---|
Ventricles | 65 (0.70) | 65 (0.72) | 68 (0.86) | 65 (0.71) | 71 (0.90) |
CorticalGreyMatter | 61 (0.53) | 62 (0.53) | 67 (0.86) | 62 (0.67) | 67 (0.90) |
amygdala | 75 (1.35) | 76 (1.40) | 79 (1.48) | 77 (1.42) | 80 (1.56) |
hippocampus | 75 (1.33) | 75 (1.38) | 77 (1.45) | 76 (1.40) | 78 (1.52) |
EntA | 73 (1.28) | 74 (1.33) | 75 (1.39) | 76 (1.41) | 78 (1.51) |
InfLatVent | 72 (1.10) | 72 (1.16) | 73 (1.19) | 72 (1.14) | 77 (1.27) |
ITG | 66 (0.89) | 66 (0.89) | 71 (1.13) | 71 (1.07) | 71 (1.17) |
MTG | 64 (0.74) | 63 (0.73) | 69 (0.97) | 66 (0.86) | 69 (0.97) |
