Table 1.
Datasets Summary
| Characteristics | EENT-Dev* | EENT-Test† | TENTH-Test‡ |
|---|---|---|---|
| Subject features | |||
| Images | 14,984 | 7648 | 6032 |
| Eyes (scans) | 1873 | 956 | 754 |
| Individuals | 1203 | 586 | 465 |
| Age, mean (SD) | 50.6 (12.6) | 51.3 (12.7) | 52.4 (14.4) |
| Female (%) | 599 (49.8) | 296 (50.5) | 225 (48.4) |
| Diagnosis distributions§ | |||
| Epiretinal membrane (%) | 196 (10.5) | 123 (12.9) | 125 (16.6) |
| Pathologic myopia (%) | 138 (7.4) | 83 (8.7) | 51 (6.8) |
| Choroidal neovascularization (%) | 94 (5.0) | 51 (5.3) | 33 (4.4) |
| Age-related Macular Degeneration (%) | 190 (10.1) | 118 (12.3) | 79 (10.5) |
| Diabetic retinopathy (%) | 180 (9.6) | 71 (7.4) | 77 (10.2) |
| Central serous chorioretinopathy (%) | 65 (3.5) | 24 (2.5) | 22 (2.9) |
| Retinitis pigmentosa (%) | 40 (2.1) | 18 (1.9) | 11 (1.4) |
| Macular hole (%) | 40 (2.1) | 24 (2.5) | 12 (1.6) |
| Choroidal excavation (%) | 17 (0.9) | 5 (0.5) | 9 (1.2) |
| Polypoidal choroidal vasculopathy (%) | 34 (1.8) | 12 (1.3) | 8 (1.0) |
| Retinal arterial/vein occlusion (%) | 51 (2.7) | 19 (2.0) | 13 (1.7) |
| Stargardt disease (%) | 37 (2.0) | 9 (0.9) | 11 (1.4) |
| Vitreomacular traction syndrome (%) | 15 (0.8) | 7 (0.7) | 2 (0.3) |
| Other retinal diseases (%) | 22 (1.2) | 11 (1.2) | 5 (0.7) |
| Normal (%) | 754 (40.3) | 381 (39.9) | 296 (39.3) |
*
Development dataset from Eye and ENT Hospital of Fudan University Hospital.
†
Test dataset from Eye and ENT Hospital of Fudan University Hospital.
‡
Test dataset from Shanghai Tenth People's Hospital (TENTH Hospital).
§
All diagnosis types were accounted in terms of the eye.