Table 7.
Classification results of different patch sizes
Dataset | 224 ×224 | 448 ×448 | 672 ×672 |
---|---|---|---|
MICCAI brain | 91.1% | 93.3% | 97.8% |
CRC binary | 97.5% | 96.9% | 98.0% |
CRC multiclass | 85.0% | 85.3% | 87.2% |
Patch sizes in the table correspond to 40 × magnification scale. For 20 × magnification scale, the sizes are halved