Table 2 Number of cell images used in the study.
Classification by algorithm | Total | |||
|---|---|---|---|---|
Training set | Validation set | Test set | ||
Total no. of cell images | 6453 | 806 | 806 | 8065 |
Cell classification | ||||
Normal erythrocytes (EN) | 1075 (16.7%) | 138 (17.1%) | 119 (14.8%) | 1332 (16.5%) |
Normal granulocytes (GN) | 2323 (36.0%) | 283 (35.1%) | 288 (35.7%) | 2894 (35.9%) |
Normal megakaryocytes (MN) | 354 (5.5%) | 41 (5.1%) | 50 (6.2%) | 445 (5.5%) |
Dysplastic erythrocytes (ED) | 788 (12.2%) | 125 (15.5%) | 100 (12.4%) | 1013 (12.6%) |
Dysplastic granulocytes (GD) | 930 (14.4%) | 103 (12.8%) | 130 (16.1%) | 1163 (14.4%) |
Dysplastic megakaryocytes (MD) | 153 (2.4%) | 18 (2.2%) | 19 (2.4%) | 190 (2.4%) |
Blasts | 529 (8.2%) | 54 (6.7%) | 59 (7.3%) | 642 (8.0%) |
Others | 301 (4.7%) | 44 (5.5%) | 41 (5.1%) | 386 (4.8%) |
