Table 7.
Comparison of single model and multi-modal experimental results on ADNI-1
Method | AD versus NC | MCI versus NC | MCI-C versus MCI-NC | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
ACC | SEN | SPE | AUC | ACC | SEN | SPE | AUC | ACC | SEN | SPE | AUC | |
VBM-MRI | 92.38 | 81.18 | 90.58 | 0.92 | 81.35 | 80.30 | 56.54 | 0.77 | 72.94 | 40.93 | 68.04 | 0.51 |
FDG-PET | 92.66 | 87.65 | 84.04 | 0.93 | 79.70 | 82.22 | 46.92 | 0.69 | 72.34 | 33.72 | 68.75 | 0.54 |
multi-modal | 97.60 | 98.43 | 96.73 | 0.98 | 84.47 | 94.04 | 66.15 | 0.81 | 77.76 | 67.44 | 85.54 | 0.76 |