Table 3. Comparison of DSC over 200 last iterations in the 3D context for DeepMedic and HighResNet.
Patch | LR | DeepMedic | HighResNet | ||||||
---|---|---|---|---|---|---|---|---|---|
WCE | DL2 | SS | GDLv | WCE | DL2 | SS | GDLv | ||
S | −5 | 0.49 (0.17) | 0.44 (0.19) | 0.42 (0.14) | 0.46 (0.17) | 0 (0) | 0 (0) | 0.06 (0.15) | 0.47 (0.32) |
−4 | 0.58 (0.20) | 0.60 (0.15) | 0.61 (0.22) | 0.61 (0.18) | 0 (0) | 0.71 (0.18) | 0.34 (0.20) | 0.74 (0.15) | |
−3 | 0.61 (0.12) | 0.59 (0.14) | 0.63 (0.15) | 0.60 (0.15) | 0 (0) | 0 (0) | 0 (0) | 0 (0) | |
M | −5 | 0.05 (0.07) | 0.05 (0.07) | 0.05 (0.06) | 0.04 (0.06) | 0 (0) | 0.60 (0.27) | 0.15 (0.13) | 0.64 (0.19) |
−4 | 0.09 (0.11) | 0.07 (0.09) | 0.08 (0.09) | 0.08 (0.10) | 0 (0) | 0.71 (0.20) | 0.20 (0.20) | 0.69 (0.20) | |
−3 | 0.45 (0.31) | 0.42 (0.31) | 0.17 (0.24) | 0.48 (0.32) | 0 (0) | 0 (0) | 0 (0) | 0.65 (0.23) | |
L | −5 | 0.01 (0.03) | 0.01 (0.03) | 0.01 (0.03) | 0.01 (0.03) | 0 (0) | 0.54 (0.27) | 0.03 (0.06) | 0.50 (0.32) |
−4 | 0.01 (0.04) | 0.02 (0.04) | 0.02 (0.04) | 0.01 (0.04) | 0 (0) | 0.57 (0.32) | 0.08 (0.19) | 0.60 (0.30) | |
−3 | 0.21 (0.33) | 0.18 (0.30) | 0.05 (0.12) | 0.20 (0.33) | 0 (0) | 0.62 (0.18) | 0.22 (0.15) | 0.49 (0.34) |