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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2021
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Article
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Tab 5
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Research Article
Pneumonia Detection Using an Improved Algorithm Based on Faster R-CNN
Table 5
Assessment results of chest X-ray.
Network
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mAP
DetNet59+Soft-NMS
0.6343
0.4614
0.2397
0.0875
0.3557
DeepConv-DilatedNet+Soft-NMS
0.6756
0.4796
0.2561
0.1095
0.3802
ResNet50+Soft-NMS
0.6053
0.4317
0.1884
0.0737
0.3248
ResNet101+Soft-NMS
0.5813
0.4005
0.1656
0.0636
0.3028
VGG16+Soft-NMS
0.5914
0.4109
0.1784
0.0603
0.3103