Research Article
A Multiscale-Based Adjustable Convolutional Neural Network for Multiple Organ Segmentation
Table 3
The effect of the number of branches. We calculate the increased percentage of FLOPs and memory relative to the baseline U-Net (the first row).
| | #Branches (dilation) | DSC (%) | FLOPs (G) | Memory (106) |
| | Baseline | 94.34 | 123.93 | 1439 | | 2 (1, 2) | 94.54 | 125.41 (+1.19%) | 1454 (+1.04%) | | 3 (1, 2, 4) | 94.71 | 126.02 (+1.69%) | 1457 (+1.25%) | | 4 (1, 2, 4, 8) | 95.02 | 126.62 (+2.17%) | 1460 (+1.46%) |
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