Table 1.
Data Split by Subject (Brain Hold-Out) | Data Split by Slice (Slice Hold-Out) | |||||
---|---|---|---|---|---|---|
Binary Classes | Accuracy (%) | Sensitivity (%) | Specificity (%) | Accuracy (%) | Sensitivity (%) | Specificity (%) |
EMCI vs. LMCI | 53.08 | 23.96 | 42.78 | 83.90 | 79.39 | 88.47 |
AD vs. CN | 48.53 | 23.20 | 33.00 | 73.18 | 48.21 | 98.16 |
CN vs. EMCI | 40.04 | 25.14 | 20.07 | 86.90 | 85.75 | 88.00 |
CN vs. LMCI | 56.97 | 27.17 | 40.54 | 84.12 | 75.18 | 93.07 |
EMCI vs. AD | 45.24 | 28.00 | 24.26 | 79.55 | 82.36 | 76.74 |
LMCI vs. AD | 44.12 | 2.62 | 52.56 | 84.58 | 95.69 | 73.48 |
MCI vs. EMCI | 46.22 | 27.51 | 23.76 | 89.86 | 86.43 | 93.33 |