Table 1.
Method | Input | Cross-validation Dice score | External validation Dice score | ||
---|---|---|---|---|---|
(median) | (median) | ||||
(mean ± SEM) | (mean ± SEM) | ||||
Left LC | Right LC | Left LC | Right LC | ||
ELV | Phase | 0.62 | 0.644 | 0.04 | 0.11 |
0.61 ± 0.01 | 0.64 ± 0.02 | 0.09 ± 0.04 | 0.11 ± 0.03 | ||
Phase + image | 0.63 | 0.643 | 0.04 | 0.11 | |
0.62 ± 0.02 | 0.63 ± 0.02 | 0.09 ± 0.04 | 0.11 ± 0.03 | ||
Phase + nmz | 0.61 | 0.636 | 0.04 | 0.11 | |
0.61 ± 0.02 | 0.63 ± 0.02 | 0.10 ± 0.04 | 0.12 ± 0.03 | ||
U-Net | Image | 0.65 | 0.61 | 0.00 | 0.00 |
0.61 ± 0.03 | 0.60 ± 0.02 | 0.00 ± 0.00 | 0.02 ± 0.02 | ||
nmz | 0.670 | 0.63 | 0.22 | 0.20 | |
0.63 ± 0.02 | 0.60 ± 0.02 | 0.20 ± 0.02 | 0.20 ± 0.02 | ||
Phase | 0.64 | 0.636 | 0.00 | 0.22 | |
0.62 ± 0.03 | 0.61 ± 0.02 | 0.07 ± 0.05 | 0.26 ± 0.03 | ||
Image + phase | 0.63 | 0.60 | 0.00 | 0.00 | |
0.64 ± 0.02 | 0.58 ± 0.03 | 0.00 ± 0.00 | 0.00 ± 0.00 | ||
nmz + phase | 0.62 | 0.63 | 0.13 | 0.29 | |
0.59 ± 0.03 | 0.62 ± 0.02 | 0.16 ± 0.02 | 0.29 ± 0.02 | ||
Atlas-based | nmz | - | 0.27 | 0.35 | |
0.21 ± 0.06 | 0.25 ± 0.06 |
The highest value in each column is shown in bold.