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Table 7 Diagnostic performances of CNN and endoscopist B in the per-lesion analysis

From: Convolutional neural network-based system for endocytoscopic diagnosis of early gastric cancer

 

CNN

Endoscopist B

P value

Accuracy, % (95% CI)

86.1 (75.9–93.1)

88.9 (79.3–95.1)

0.80

Sensitivity, % (95% CI)

82.1 (66.5–92.5)

89.7 (75.8–97.1)

0.52

Specificity, % (95% CI)

90.9 (75.7–98.1)

87.9 (71.8–96.6)

1

PPV, % (95% CI)

91.4 (76.9–98.2)

89.7 (75.8–97.1)

1

NPV, % (95% CI)

81.1 (64.8–92.0)

87.9 (71.8–96.6)

0.52

  1. CNN, convolutional neural network; CI, confidence interval; PPV, positive predictive value; NPV, negative predictive value; AUC, area under the curve