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Table 5 Accuracy and precision of deep learning models for 10-class classification of MRI images using transfer learning and training from scratch

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

 

Transfer learning

From scratch

 

Accuracy

Precision

Accuracy

Precision

VGG16

31

34

11

10

VGG19

18

17

12

10

Resenet50

16

4

14

11

InceptionV3

71

60

13

10

EfficinetNetB0

58

64

11

11

EfficinetNetB5

74

56

93

92

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BMC Medical Imaging

ISSN: 1471-2342

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