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Table 3 Results of VGGNet, ResNet, and modified ResNet

From: Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture

Algorithm

Accuracy (%)

Sensitivity (%)

Specificity (%)

Precision (%)

Bygari et al. [9]

92.38

92.01

93.12

91.80

Zhu et al. [26]

93.85

93.79

N/A

91.22

VGGNet

93.75

92.59

94.34

89.29

ResNet

94.64

92.59

95.69

91.74

Modified ResNet

97.40

97.09

97.56

95.24

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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