Table 1.
Lens Type | Grade |
|||||||
---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | Total | |
Training datasets: slit-Lamp (NO, NC) and retroillumination (CO, PSC) images | ||||||||
NO | 144 | 98 | 261 | 255 | 72 | 49 | 39 | 918 |
NC | 140 | 123 | 226 | 194 | 113 | 76 | 46 | 918 |
CO | 193 | 71 | 72 | 58 | 30 | 11 | — | 435 |
PSC | 296 | 53 | 31 | 29 | 24 | 2 | — | 435 |
Validation datasets: slit-Lamp (NO, NC) and retroillumination (CO, PSC) images | ||||||||
NO | 24 | 16 | 43 | 43 | 12 | 8 | 6 | 152 |
NC | 23 | 21 | 37 | 32 | 18 | 13 | 8 | 152 |
CO | 32 | 12 | 11 | 9 | 5 | 2 | — | 71 |
PSC | 49 | 9 | 4 | 4 | 4 | 1 | — | 71 |
Test datasets: slit-Lamp (NO, NC) and retroillumination (CO, PSC) images | ||||||||
NO | 41 | 29 | 65 | 77 | 35 | 13 | 5 | 265 |
NC | 41 | 33 | 69 | 63 | 35 | 10 | 14 | 265 |
CO | 53 | 16 | 22 | 23 | 14 | 3 | — | 131 |
PSC | 83 | 17 | 12 | 11 | 7 | 1 | — | 131 |
CO = cortical opacity; NC = nuclear color; NO = nuclear opalescence; PSC = posterior subcapsular opacity; — = not available.