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Table 4 Identification accuracy for different pneumonias

From: Diagnosis and detection of pneumonia using weak-label based on X-ray images: a multi-center study

Method

Accuracy

Sensitivity

Specificity

Ahmed [36]

87.82%

88.31%

86.85%

Rahimzadeh [37]

82.33%

81.12%

84.77%

Pramanik [38]

85.79%

82.50%

92.38%

VGGNet

80.26%

85.42%

69.92%

GoogLeNet

82.59%

88.54%

70.69%

MobileNet

88.82%

90.96%

84.54%

DenseNet

87.13%

89.15%

83.08%

EfficientNet

89.69%

88.85%

91.38%

Our

94.62%

92.35%

99.15%

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BMC Medical Imaging

ISSN: 1471-2342

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