Table 3 Neural network model sensitivity, specificity and AUC.

From: Rapid diagnosis of membranous nephropathy based on serum and urine Raman spectroscopy combined with deep learning methods

 

TPR

TNR

AUC

ResNet(urine)

1.0

0.727

0.87

AlexNet(urine)

0.909

0.818

0.89

GoogleNet(urine)

0.818

0.727

0.86

ResNet(serum)

1.0

1.0

1.0

AlexNet(serum)

1.0

1.0

1.0

GoogleNet(serum)

1.0

1.0

1.0

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