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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