Table 2.
Image datasets with single cell (object-level) annotations used to validate MILLIE.
| Dataset name | Ref | Type | Website | No. of annotated cells (objects) | |||||
|---|---|---|---|---|---|---|---|---|---|
| NORMAL | LYB | MYE | PMY | Total | Optical magnification | ||||
| ALL-IDB2 | 29 | PBS | http://homes.di.unimi.it/scotti/all/ | 130 | 130 | – | – | 260 | 100× |
| N/A | 30 | PBS | https://data.mendeley.com/datasets/snkd93bnjr/draft?a=d9582c71-9af0-4e59-9062-df30df05a121 | 10,298 | – | 2284 | 611 | 13,193 | 100× |
| N/A | 13 | BMA | https://www.kaggle.com/sebastianriechert/bone-marrow-slides-for-leukemia-prediction | 844 | – | 4669 | 1038 | 6551 | 50× |
PBS peripheral blood film, BMA bone marrow aspirate, LYB lymphoblasts, MYE myeloid lineage cells, PMY promyelocytes.