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Table 3 Cross-validated results for automated detection of patients with positive cardiac uptake suggestive for ATTR

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

  AUC Accuracy Negative patients Positive patients*
Precision Recall Precision Recall
Linear 0.88 0.97 0.99 0.98 0.59 0.79
Residual 0,89 0,97 0,99 0,98 0,58 0,81
VGG16 0.77 0.98 0.98 1.00 0.81 0.54
ResNet50 0.85 0.80 1.00 0.80 0.14 0.90
InceptionV3 0.78 0.95 0.98 0.97 0.39 0.60
MobileNet 0.76 0.95 0.98 0.96 0.35 0.56
  1. *Perugini grade ≥ 2