From: Convolutional neural networks for detection of transthyretin amyloidosis in 2D scintigraphy images
AUC | ACC | Grade 0 | Grade 1 | Grade 2 | Grade 3 | |||||
---|---|---|---|---|---|---|---|---|---|---|
Precis | Recall | Precis | Recall | Precis | Recall | Precis | Recall | |||
Linear | 0.86 | 0.66 | 0.86 | 0.68 | 0.37 | 0.59 | 0.29 | 0.61 | 0.91 | 0.83 |
Residual | 0,86 | 0,67 | 0,88 | 0,68 | 0,40 | 0,65 | 0,22 | 0,65 | 0,83 | 0,83 |
VGG16 | 0.87 | 0.74 | 0.83 | 0.83 | 0.44 | 0.45 | 0.46 | 0.57 | 1.00 | 0.79 |
ResNet50 | 0.78 | 0.66 | 0.81 | 0.78 | 0.33 | 0.31 | 0.11 | 0.04 | 0.20 | 0.76 |
InceptionV3 | 0.75 | 0.62 | 0.80 | 0.70 | 0.30 | 0.40 | 0.06 | 0.13 | 0.59 | 0.64 |
MobileNet | 0.76 | 0.74 | 0.76 | 0.97 | 0.42 | 0.07 | 0.00 | 0.00 | 1.00 | 0.17 |