Research Article
A Pyramid Architecture-Based Deep Learning Framework for Breast Cancer Detection
Table 1
Comparison results of different methods.
| Methods/accuracy | Normal (%) | Macro (%) | Micro (%) | ITCs (%) | Average (tumor, %) |
| FCN | 64.3 | 61.1 | 53.6 | 17.3 | 44 | U-Net | 77.8 | 67.1 | 55.2 | 21.2 | 47.83 | Ours | 80.1 | 73.6 | 57.7 | 20.6 | 50.63 | | 68.7 | 64.7 | 54.2 | 14.1 | 44.33 | | 79.6 | 70.1 | 58.4 | 23.1 | 50.53 | | 85.3 | 74.3 | 60.1 | 24.6 | 53 |
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