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. 2023 Jul 7;10:1147581. doi: 10.3389/fcvm.2023.1147581

Table 7.

Ablation study for the effect of pretrained encoder on the segmentation performance.

Without pretrained encoder With pretrained encoder
IoU - Jaccard index (%) 75.11 80.02
Dice score (%) 81.69 86.39
Hausdorff distance (mm) 9.63 4.69
Mean surface distance (mm) 3.82 2.11

The decoder is always initialized randomly. indicates higher-the-better metrics, while metrics are lower-the-better.