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Table 1 Concepts distributions for training and test

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