Table 2.
Comparison of DSC over 200 last iterations in the 2D context for UNet and TwoPathCNN. Results are under the format median (interquartile range).
| Patch | LR | UNet | TwoPathCNN | ||||||
|---|---|---|---|---|---|---|---|---|---|
| WCE | DL2 | SS | GDLv | WCE | DL2 | SS | GDLv | ||
| S | −5 | 0.71 (0.17) | 0.73 (0.13) | 0.37 (0.17) | 0.75 (0.14) | 0.56 (0.48) | 0 (0) | 0.53 (0.41) | 0.49 (0.44) |
| −4 | 0.77 (0.18) | 0.76 (0.13) | 0.74 (0.16) | 0.80 (0.12) | 0.80 (0.12) | 0.79 (0.11) | 0.81 (0.12) | 0.80 (0.12) | |
| −3 | 0.70 (0.17) | 0.72 (0.15) | 0.39 (0.16) | 0.72 (0.15) | 0 (0) | 0 (0) | 0.77 (0.11) | 0.72 (0.15) | |
| M | −5 | 0.71 (0.23) | 0.70 (0.22) | 0.65 (0.25) | 0.74 (0.19) | 0 (0) | 0.73 (0.18) | 0.69 (0.21) | 0.73 (0.19) |
| −4 | 0.73 (0.18) | 0.70 (0.22) | 0.61 (0.25) | 0.72 (0.19) | 0.77 (0.16) | 0.76 (0.17) | 0.71 (0.18) | 0.76 (0.17) | |
| −3 | 0.68 (0.23) | 0.67 (0.21) | 0.70 (0.26) | 0.69 (0.22) | 0 (0) | 0.71 (0.22) | 0.67 (0.21) | 0.72 (0.19) | |
| L | −5 | 0.63 (0.46) | 0.62 (0.40) | 0.49 (0.42) | 0.56 (0.44) | 0.62 (0.50) | 0.50 (0.41) | 0.50 (0.38) | 0.56 (0.35) |
| −4 | 0.68 (0.34) | 0.64 (0.44) | 0.18 (0.24) | 0.66 (0.39) | 0.64 (0.42) | 0.59 (0.43) | 0.52 (0.38) | 0.64 (0.35) | |
| −3 | 0.59 (0.39) | 0.57 (0.53) | 0.16 (0.22) | 0.59 (0.45) | 0.77 (0.12) | 0.77 (0.14) | 0.79 (0.12) | 0.79 (0.11) | |