TABLE 2.
Method | AD vs. NC classification |
pMCI vs. sMCI classification |
||||||||
---|---|---|---|---|---|---|---|---|---|---|
ACC | SEN | SPE | AUC | ACC | SEN | SPE | AUC | |||
ROI | 0.792 | 0.786 | 0.796 | 0.867 | 0.661 | 0.474 | 0.690 | 0.638 | ||
VBM | 0.805 | 0.774 | 0.830 | 0.876 | 0.643 | 0.368 | 0.686 | 0.593 | ||
LBM | 0.822 | 0.774 | 0.861 | 0.881 | 0.686 | 0.395 | 0.732 | 0.636 | ||
DMIL | 0.911 | 0.881 | 0.935 | 0.959 | 0.769 | 0.421 | 0.824 | 0.776 | ||
wH-FCN | 0.903 | 0.824 | 0.965 | 0.951 | 0.809 | 0.526 | 0.854 | 0.781 |