Table 4 Ablation studies of multi-perspective branch on ACDC dataset with 10% labeled data and PROMISE12 dataset with 20% labeled data.

From: Multi-perspective dynamic consistency learning for semi-supervised medical image segmentation

Branch1

Branch2

Branch3

ACDC

PROMISE 12

Dice (%)↑

Jaccard (%)↑

95HD (voxel)↓

ASD (voxel)↓

Dice (%)↑

Jaccard (%)↑

95HD (voxel)↓

ASD (voxel)↓

Pos

Rev

–

89.57

81.70

1.42

0.47

76.86

64.24

7.59

1.52

Pos

Pos

Fus

89.67

81.84

1.94

0.47

77.59

64.84

6.64

1.53

Pos

Rev

Fus

90.24

82.69

1.21

0.31

79.02

66.45

7.06

1.50

  1. The positive perspective branch is denoted as Pos, the reverse perspective branch is denoted as Rev, and the fusion perspective branch is denoted as Fus.
  2. Significant values are in bold.
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