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

EJNMMI Research

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

	AUC	Accuracy	Negative patients		Positive patients*
	AUC	Accuracy	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