Table 1

Summary of datasets

DatasetsNo (detection)No (segmentation and grading)
ImagesSubjectsPterygiumNormalOthersImagesGrade IGrade IIGrade III
Primary datasets
 SLD20 98711 8818845204610 09622761350184742
 SPB109450956310542636613641189
Training
 SLD14 691831656841357765016931093124476
 SPB7653553817530911853857
 Total, training15 456867160651432795918111146132533
Validation
 SLD29381663113625415483382182595
 SPB142716515622411211
 Total, validation308017341201269161036222927106
Test
 SLD629635653161689244658325760266
 SPB329154182301172488333132
 Total, test662537193343719256383134093398
Comparison test
 SLDN/AN/AN/AN/AN/A10464733
 SPBN/AN/AN/AN/AN/A10464733
  • Information cannot be obtained are marked as ‘N/A’.

  • N/A, not available; SLD, slit-lamp image dataset; SPB, smartphone-based dataset.