Table 15 Comparison of the NIHChest X-ray-8 dataset.

From: Medical application driven content based medical image retrieval system for enhanced analysis of X-ray images

Models

Accuracy (%)

Precision (%)

Recall (%)

F1-score (%)

ResNet

88.56

88.74

88.49

88.67

VGG16

86.23

86.18

86.34

86.75

Inception V3

88.04

87.64

87.34

87.34

Xception

85.57

86.06

85.21

86.01

Proposed

99.67

97.10

98.43

97.09

Back to article page