Table 2 Skin lesion segmentation results on ISIC 2019 dataset.

From: A deep learning framework for automated early diagnosis and classification of skin cancer lesions in dermoscopy images

Network backbones

Without GrabCut

With GrabCut

IOU

Dic

Jac

AR

IOU

Dic

Jac

AR

ResNet34

83.12

81.56

83.78

83.29

95.34

94.56

93.89

96.11

ResNet50

88.23

84.78

83.83

85.45

99.84

98.78

98.93

99.94

DenseNet121

78.34

77.23

76.89

79.23

86.56

85.78

85.45

86.67

InceptionV3

79.56

77.66

76.67

79.11

86.78

86.23

87.12

87.34

VGG19

68.92

69.76

68.88

69.12

79.65

79.32

80.67

80.23

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