Table 1 Comparative experiment of different architectures.
From: Research on lung nodule recognition algorithm based on deep feature fusion and MKL-SVM-IPSO
Network | Dimension | ACC (%) | SEN (%) | SEN (%) |
|---|---|---|---|---|
ResNet18 | 98 | 91.32 | 97.16 | 0.9326 |
ResNet34 | 98 | 92.98 | 95.28 | 0.938 |
ResNet50 | 98 | 85.75 | 94.81 | 0.8874 |
DenseNet121 | 98 | 91.93 | 95.64 | 0.9326 |
MobilNet V2 | 98 | 87.02 | 89.08 | 0.8946 |
VGG16 | 98 | 97.81 | 97.69 | 0.982 |
VGG19 | 98 | 96.4 | 94.85 | 0.9683 |
