TABLE 4.
Method | MAD [years] | ICC (95% CI) | ||||||
---|---|---|---|---|---|---|---|---|
<1 day | <14 days | <31 days | <365 days | <1 day | <14 days | <31 days | <365 days | |
brainageR | 0.78 | 0.94 | 1.16 | 1.27 | ~1 (0.99–1.0) | 0.99 (0.98–1.0) | 0.99 (0.98–0.99) | 0.98 (0.98–0.99) |
DeepBrainNet | 0.6 | 1.24 | 1.72 | 4.25 | ~1 (1.0–1.0) | 0.98 (0.95–0.99) | 0.97 (0.94–0.98) | 0.57 (0.43–0.68) |
brainage | 1.68 | 2.05 | 1.93 | 2.32 | 0.98 (0.9–1.0) | 0.95 (0.86–0.98) | 0.96 (0.93–0.98) | 0.94 (0.92–0.96) |
ENIGMA | 6.58 | 5.26 | 7.0 | 6.05 | 0.46 (−0.26 to 0 .86) | 0.46 (−0.03 to 0 .78) | 0.36 (0.05–0.61) | 0.65 (0.53–0.74) |
pyment | 1.04 | 0.95 | 1.01 | 1.18 | ~1 (0.98–1.0) | 0.99 (0.98–1.0) | 0.99 (0.99–1.0) | 0.98 (0.98–0.99) |
mccqrnn | 2.08 | 1.78 | 1.67 | 1.76 | 0.99 (0.93–1.0) | 0.98 (0.96–0.99) | 0.98 (0.97–0.99) | 0.97 (0.96–0.98) |
Note: MAD and ICC values are shown for the predicted brain age.
Abbreviations: ICC, intraclass correlation coefficient; MAD, mean absolute difference.