Table 1.
Common breast cancer pathological image public dataset.
| Name | Data Details | |
|---|---|---|
| BreakHis | benign | 2480 |
| (https://web.inf.ufpr.br/vri/databases/breast-cancer-histopathological-database-breakhis/, accessed on 1 December 2022) | malignant | 5429 |
| TCIA | malignant | 549 |
| (https://www.cancerimagingarchive.net/, accessed on 1 December 2022) | ||
| GDC Data Portal | malignant | 9114 |
| (https://gdc.cancer.gov/access-data/gdc-data-portal, accessed on 1 December 2022) | ||
| Sklearn.datasets | benign | 357 |
| (https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html, accessed on 1 December 2022) | malignant | 212 |
| BACH (ICIAR 2018 Grand Challenge) | normal | 100 |
| (https://iciar2018-challenge.grand-challenge.org/, accessed on 1 December 2022) | benign | 100 |
| malignant | 200 | |
| Camelyon16 | normal | 160 |
| (https://camelyon16.grand-challenge.org/, accessed on 1 December 2022) | malignant | 240 |
| Camelyon17 | normal | 160 |
| (https://camelyon17.grand-challenge.org/, accessed on 1 December 2022) | malignant | 1240 |