Summary of datasets
Datasets | No (detection) | No (segmentation and grading) | |||||||
Images | Subjects | Pterygium | Normal | Others | Images | Grade I | Grade II | Grade III | |
Primary datasets | |||||||||
SLD | 20 987 | 11 881 | 8845 | 2046 | 10 096 | 2276 | 1350 | 184 | 742 |
SPB | 1094 | 509 | 563 | 105 | 426 | 366 | 136 | 41 | 189 |
Training | |||||||||
SLD | 14 691 | 8316 | 5684 | 1357 | 7650 | 1693 | 1093 | 124 | 476 |
SPB | 765 | 355 | 381 | 75 | 309 | 118 | 53 | 8 | 57 |
Total, training | 15 456 | 8671 | 6065 | 1432 | 7959 | 1811 | 1146 | 132 | 533 |
Validation | |||||||||
SLD | 2938 | 1663 | 1136 | 254 | 1548 | 338 | 218 | 25 | 95 |
SPB | 142 | 71 | 65 | 15 | 62 | 24 | 11 | 2 | 11 |
Total, validation | 3080 | 1734 | 1201 | 269 | 1610 | 362 | 229 | 27 | 106 |
Test | |||||||||
SLD | 6296 | 3565 | 3161 | 689 | 2446 | 583 | 257 | 60 | 266 |
SPB | 329 | 154 | 182 | 30 | 117 | 248 | 83 | 33 | 132 |
Total, test | 6625 | 3719 | 3343 | 719 | 2563 | 831 | 340 | 93 | 398 |
Comparison test | |||||||||
SLD | N/A | N/A | N/A | N/A | N/A | 104 | 64 | 7 | 33 |
SPB | N/A | N/A | N/A | N/A | N/A | 104 | 64 | 7 | 33 |
Information cannot be obtained are marked as ‘N/A’.
N/A, not available; SLD, slit-lamp image dataset; SPB, smartphone-based dataset.