Table 2 Dataset-A (training and testing) and Dataset-B (external validation) for patch-level analysis
From: Accurate diagnosis of colorectal cancer based on histopathology images using artificial intelligence
Dataset | Cancer | Non-cancer | Total | ||||||
|---|---|---|---|---|---|---|---|---|---|
Subjects | Slides | Patches | Subjects | Slides | Patches | Subjects | Slides | Patches | |
Training | 406 | 406 | 19,940 | 153 | 153 | 22,715 | 559 | 559 | 42,655 |
Testing | 208 | 208 | 10,116 | 75 | 75 | 10,148 | 283 | 283 | 20,264 |
Validation | NA | NA | 15,550 | NA | NA | 91,630 | NA | 111 | 107,180* |
Total | > 614 | > 614 | 45,606 | > 228 | > 228 | 124,493 | > 842 | 953 | 170,099 |