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Table 5 Representative work for X-ray based COVID-19 diagnosis [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

Gaal et al.

[14]

97.5

–

–

97.14

Abbas et al.

[15]

95.12

97.91

91.87

94.69

Narin et al.

[16]

97

–

–

96.78

Wang et al.

[17]

92.4

–

–

91.06

Asnaoui et al.

[20]

96

–

–

95.98

Sethy et al.

[13]

95.38

–

–

94.14

Ioannis et al.

[23]

95.57

0.08

99.99

93.44

Ghoshal et al.

[22]

88.39

–

–

89.91

Farooq and Hafeez

[21]

96.23

–

–

95.81

Louati et al.

Our work

98.12

98.44

96.63

97.90

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BMC Medical Imaging

ISSN: 1471-2342

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