Table 12 Comparison between our best models and existing work using the same IDC database with the same x40 magnitude of histopathological images.

From: Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques

Existing work

Ratio

Train/Test

Recognition rate (%)

Celik et al., 2020

80/20

92

Asare et al., 2020

80/20

89.92

Soumya et al., 2021

75/25

92.55

Choudhary et al., 2021

70/30

92.07

model_Config1

75/25

81.608 ±

model_Config2

75/25

81.726 ±.6

model_Config3

75/25

83.12 ±.7

model_Config4

75/25

92.7±2

  1. Significant values are in bold.
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