Research Article
Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning
Table 5
Comparison of classification results of lung nodules in the literature.
| | Methods | Network layer | Accuracy (%) | Recall (sensitivity)(%) | Specificity (%) |
| | CNN [20] | 4 | 84.20 | 84.00 | 84.30 | | High-level attributes + CNN [21] | 8 | 92.30 | — | — | | ResNet [22] | 18 | 89.90 | 91.10 | 88.60 | | Deep residual network | 50 | 98.23 | 97.70 | 98.35 |
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Note:“—” in the table indicates no data.
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