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Table 1 Performance of UNetVGG16 after adding different modules

From: Brain tumour segmentation based on an improved U-Net

Networks \ Evaluations

MloU (%)

MPA (%)

MPrecision (%)

MDice (%)

Hausdorf95 (mm)

ASD (mm)

UNetVggl6

68.3

78.96

81.04

79.87

52.87

1.99

HDC + UNetVggl6

77.81

84.57

89.75

86.9

25.79

0.49

Focal-Dice Loss + UNetVggl6

77.01

83.77

89.27

86.39

38.29

1.29