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Table 2 Cross-validated results for classification of Perugini grade 0–2 vs grade 3 cardiac uptake

From: Convolutional neural networks for detection of transthyretin amyloidosis in 2D scintigraphy images

 

AUC

Accuracy

Grade 0–2

Grade 3

Precision

Recall

Precision

Recall

Linear

0.94

0.99

1.00

0.99

0.73

0.89

Residual

0.94

0.99

1.00

1.00

0.83

0.89

VGG16

0.92

0.99

1.00

0.99

0.62

0.85

ResNet50

0.82

0.99

0.99

1.00

0.94

0.63

InceptionV3

0.80

0.99

0.99

1.00

0.80

0.59

MobileNet

0.72

0.99

0.99

1.00

0.92

0.44