Table 2 Summary of the three datasets used in this study
Dataset | Number of proteins | Number of images | Number of patches | Number of images in each class | ||||
|---|---|---|---|---|---|---|---|---|
Normal | Cancer | Normal | Cancer | i | ii | iii | ||
Modeling dataset | 154 | 763 | 0 | 26,705 | 0 | 134 | 501 | 128 |
Literature biomarker dataset | 22 | 111 | 659 | 3885 | 23,065 | 217 | 357 | 196 |
HPA biomarker dataset | 795 | 2365 | 8351 | 82,775 | 298,585 | 1783 | 7683 | 1250 |