Skip to main content

Table 2 Sensitivity, positive predictive value (PPV), and negative predictive value (NPV) comparison on the ISIC dataset

From: Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images

Architecture

Sensitivity (%)

PPV (%)

NPV (%)

ResNet-50 [38]

78.7

78.0

78.5

Inception V3 [18]

76.9

89.9

79.8

DenseNet-121 [57]

80.5

86.4

81.8

MobileNetV2 [45]

84.6

83.5

84.4

Cancer-Net SCa-A

92.8

78.5

91.2

Cancer-Net SCa-B

91.4

80.2

90.0

Cancer-Net SCa-C

90.0

80.2

88.7

  1. Best results highlighted in bold