Research Article
Two-Stage Hybrid Approach of Deep Learning Networks for Interstitial Lung Disease Classification
Table 4
ILD classifier interactive performance analysis of the proposed algorithm.
| | Emphysema | Fibrosis | Ground glass | Normal | Micronodules | Consolidation | Avg |
| Precision (%) | 98.94 | 80.89 | 83.57 | 91.68 | 92.84 | 89.96 | 89.65 | Recall (%) | 93.24 | 89.26 | 84.44 | 94.65 | 90.64 | 84.12 | 89.39 | -score (%) | 96.00 | 84.87 | 84.00 | 93.14 | 91.73 | 86.94 | 89.45 | AUC | 0.9960 | 0.9769 | 0.9811 | 0.9969 | 0.9948 | 0.9793 | 0.9875 |
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