Table 7 Performance of the model on the different experiments on the CRC dataset.
From: CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance
Dataset | Pre-train | QWK score | Accuracy (%) | Convergence Time (Epoch) |
|---|---|---|---|---|
CRC annotated (n=100) | No | 0.583 | 75.00 | 6.5 h (13) |
CRC All (n=1,133) | No | 0.795 | 84.17 | 2 days and 19 h (27) |
CRC All (n=1,133) | Yes | 0.863 | 88.42 | 4 days (40) |
