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Table 1 Accuracy and precision of deep learning models using transfer learning for spatial resolution and geometric distortion. All the parameters are frozen

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

 

Spatial resolution

Geometric distortion

 

Accuracy

Precision

Accuracy

Precision

VGG16

0.99

1

0.99

1

VGG19

0.99

1

0.99

1

Resenet50

1

1

0.97

1

InceptionV3

0.99

1

0.98

0.96

EfficinetNetB0

0.8

0.8

0.8

0.46

EfficinetNetB5

0.9

0.97

0.91

0.79