Table 10 The effect of different pre-trained networks on the Synapse dataset.

From: MedFuseNet: fusing local and global deep feature representations with hybrid attention mechanisms for medical image segmentation

Pretrained Network

Average DSC

HD

Aorta

Gallbladder

Kidney(L)

Kidney(R)

Liver

Pancreas

Spleen

Stomach

WiderResNet50

77.39

20.46

85.30

53.74

83.65

78.59

90.74

56.30

87.53

62.81

ResNet101

77.92

19.31

81.76

60.97

85.69

73.45

92.59

57.96

74.21

77.42

ResNet50

78.40

18.44

85.71

62.58

85.10

77.76

93.98

58.16

75.33

78.74

Back to article page