BMC Medical Imaging

Table 2 Accuracy and precision of deep learning models trained from scratch for spatial resolution and geometric distortion

From: Deep Learning Approaches for Automatic Quality Assurance of Magnetic Resonance Images Using ACR Phantom

	Spatial resolution		Geometric distortion
	Accuracy	Precision	Accuracy	Precision
VGG16	0.46	0.6	0.49	0.6
VGG19	0.55	0.45	0.52	0.63
Resenet50	0.98	0.55	0.9	0.61
InceptionV3	0.99	0.6	0.97	0.7
EfficinetNetB0	0.97	0.57	0.95	0.61
EfficinetNetB5	0.91	0.59	0.93	0.7

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ISSN: 1471-2342

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