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Table 4 Representative works for CT based COVID-19 Diagnosis according to [3]

From: Topology optimization search of deep convolution neural networks for CT and X-ray image classification

Study

References

Test Acc (%)

Sensitivity

Specificity

G-mean

Chen et al.

[32]

95.24

100

93.55

92.30

Wang et al.

[8]

82.9

84

80.5

87.45

Xu et al.

[19]

86.7

–

–

88.91

Song et al.

[28]

93

–

–

90.66

Gozes et al.

[29]

94.22

98.2

92.2

92.30

Shan et al.

[31]

91.6

–

–

89.95

Jin et al

[32]

94.98

–

–

92.77

Li et al.

[34]

88.17

90

96

89.45

Jin et al.

[36]

93.58

97

92

92.97

Louati et al.

Our work

96.87

97.58

95.14

96.10

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BMC Medical Imaging

ISSN: 1471-2342

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