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Computational and Mathematical Methods in Medicine
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Special Issues
Computational and Mathematical Methods in Medicine
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2021
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Article
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Tab 3
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Research Article
Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN
Table 3
Assessment results via Soft-NMS.
Network
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mAP
DetNet59+Soft-NMS
0.6617
0.4751
0.2638
0.0879
0.3721
DeepConv-DilatedNet+Soft-NMS
0.6849
0.4940
0.2863
0.1040
0.3923
ResNet50+Soft-NMS
0.6234
0.4268
0.2495
0.0842
0.3460
ResNet101+Soft-NMS
0.5790
0.3992
0.2077
0.0630
0.3122
VGG16+Soft-NMS
0.5925
0.4179
0.2462
0.0940
0.3377