From: Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods
Training set
Test set
Total
Example concept
Total notes
391
145
536
Lesion
2,383
896
3,279
‘hemorrhage’
Laterality
1,280
485
1,765
‘right eye’
Severity
579
249
828
‘mild’
Eye part
45
17
62
‘foveal’
Total concepts
4,287
1,647
5,934