Research Article
Fine-Grained Lung Cancer Classification from PET and CT Images Based on Multidimensional Attention Mechanism
Table 1
Evaluation of different modality datasets.
| Network architecture | Data | AUC | Balanced accuracy | Score of each category | Average score | Variance |
| 3D DenseNet | CT | LUSC | 0.667 | 0.621 | 0.08 | 0.52 | LUAD | 0.711 | SCLC | 0.485 |
| 3D DenseNet | PET | LUSC | 0.722 | 0.678 | 0.12 | 0.53 | LUAD | 0.768 | SCLC | 0.544 |
| MF-DenseNet | CT + PET | LUSC | 0.863 | 0.810 | 0.05 | 0.57 | LUAD | 0.877 | SCLC | 0.690 |
|
|