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Table 5 Ablation study on the impact of upsampling

From: Hepatic vessel segmentation based on 3D swin-transformer with inductive biased multi-head self-attention

Up-sampling method

DSC for vessel

DSC for background

patch expanding

67.11

92.34

trilinear interpolation

72.21

95.22

3D transposed convolution

74.83

96.92