Table 3.
Partition/magnification | ×5 | ×10 | ×20 | ×40 |
---|---|---|---|---|
Train | 1925H-1205G | 3730H-8300G | 15644H-23985G | 20700H-7425G |
Test | 825H-517G | 1599H-3557G | 6705H-10280G | 8872H-3182G |
Total | 2750H-1722G | 5329H-11857G | 22349H-34264G | 29572H-10607G |
H stands for patches extracted from healthy ROIs and G for patches with some Gleason grades. In total, our dataset consists of 118,450 patches: 82,913 for training/validation and 35,537 for testing. ROIs: Regions of interest