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Table 2 External test results

From: A preliminary study on the application of deep learning methods based on convolutional network to the pathological diagnosis of PJI

Positive image

Average accuracy (%)

Average recall rate (%)

F1 index

Internal validation set

93.22

96.49

0.9482

External test set

93.33

97.39

0.9532