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Table 2 Classification performance of 2D CNNs

From: Classification of microcalcification clusters in digital breast tomosynthesis using ensemble convolutional neural network

Models

AUC

ACC (%)

SEN (%)

SPEC (%)

Precision (%)

Recall (%)

F1 (%)

2D-ResNet18

0.7986

74.00

81.25

61.11

78.79

81.25

80.00

2D-ResNet34

0.8264

76.00

78.13

72.22

83.33

78.13

80.65

2D-ResNet50

0.7917

72.00

75.00

66.67

80.00

75.00

77.42