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Dataset profile for the classification task in the private dataset.
| Training set | Validation set | Testing set | ||||
|---|---|---|---|---|---|---|
| Class | Number of images | Number of patients | Number of images | Number of patients | Number of images | Number of patients |
| Non-DME | 18,921 (57.89%) |
10,313 | 1,140 (90.05%) |
1,140 | 939 (89.51%) |
939 |
| DME | 13,765 (42.11%) |
5,955 | 126 (9.95%) |
126 | 110 (10.49%) |
110 |
| Total | 32,686 (100.00%) |
16,268 | 1,266 (100.00%) |
1,266 | 1,049 (100.00%) |
1,049 |
