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Table 9 The accuracies (%) of the TL method for each category on our LDWBC test set

From: Accurate classification of white blood cells by coupling pre-trained ResNet and DenseNet with SCAM mechanism

Our model

B

M

E

N

L

RM

DM

     

TL

No TL

TL

No TL

     

\(\checkmark\)

  

\(\checkmark\)

95.24

84.62

100

99.11

97.79

 

\(\checkmark\)

\(\checkmark\)

 

100

69.71

97.89

99.25

98.33

 

\(\checkmark\)

 

\(\checkmark\)

78.57

39.42

96.84

99.49

98.87

\(\checkmark\)

 

\(\checkmark\)

 

95.24

90.38

100

99.44

96.86

  1. Best results are in bold; RM ResNet module, DM DenseNet module, B basophil, M monocyte, E eosinophil, N neutrophil, L lymphocyte