Table 5.
Left | Right | Both | |
---|---|---|---|
CNN‐B | 90.7 (2.3) | 89.8 (3.2) | 90.2 (2.8) |
0.25 (0.07) | 0.29 (0.12) | 0.27 (0.10) | |
CNN‐SP | 91.5 (1.9) | 91.6 (2.1) | 91.5 (2.0) |
0.23 (0.07) | 0.23 (0.09) | 0.23 (0.08) | |
CNN‐SP‐D | 92.0 (1.6) | 91.8 (2.2) | 91.9 (1.9) |
0.21 (0.05) | 0.23 (0.08) | 0.22 (0.07) | |
CNN‐SP‐D + DA | 92.0 (2.0) | 92.2 (2.1) | 92.1 (2.0) |
0.22 (0.07) | 0.21 (0.07) | 0.22 (0.08) | |
ANIMAL | 86.3 (2.6) | 85.9 (3.0) | 86.1 (2.8) |
0.40 (0.07) | 0.42 (0.09) | 0.41 (0.08) | |
ANIMAL + EC | 86.5 (2.4) | 86.2 (3.0) | 86.4 (2.7) |
0.43 (0.08) | 0.44 (0.09) | 0.44 (0.08) | |
FreeSurfer | 75.8 (4.7) | 75.6 (4.8) | 75.7 (4.7) |
0.94 (0.27) | 0.98 (0.24) | 0.96 (0.26) | |
FreeSurfer + EC | 85.9 (3.3) | 86.3 (3.1) | 86.1 (3.2) |
0.44 (0.13) | 0.42 (0.09) | 0.43 (0.11) | |
PBS | 87.5 (2.5) | 87.3 (3.6) | 87.4 (3.1) |
0.40 (0.09) | 0.40 (0.13) | 0.40 (0.11) | |
PBS + EC | 88.2 (2.5) | 88.2 (3.6) | 88.2 (3.1) |
0.39 (0.08) | 0.40 (0.14) | 0.39 (0.11) | |
PBS + NLR | 88.3 (2.2) | 88.0 (3.2) | 88.1 (2.7) |
0.39 (0.07) | 0.39 (0.12) | 0.39 (0.10) | |
PBS + NLR + EC | 89.1 (2.6) | 88.9 (3.1) | 89.0 (2.6) |
0.37 (0.06) | 0.37 (0.12) | 0.37 (0.10) |
Note: The top performing method is emboldened in each column.
Abbreviations: CNN, convolutional neural network; CNN‐B, baseline CNN; CNN‐SP, CNN with spatial priors; EC, error correction, NLR, nonlinear registration, PBS, patch‐based segmentation.