Table 1 Proportion of ocular surface slit-lamp images covering the cornea area in the training, validation, and test datasets.

From: Deep learning for identifying corneal diseases from ocular surface slit-lamp photographs

 

Retrospective dataset

n (%)

Prospective dataset

n (%)

Normal Subjects

870 (16.3%)

87 (17.1%)

Cataract

1,860 (34.9%)

160 (31.4%)

Infectious keratitis

845 (15.9%)

86 (16.9%)

Non-infectious keratitis

785 (14.7%)

81 (15.9%)

Corneal dystrophy or degeneration

550 (10.3%)

54 (10.6%)

Corneal Neoplasm

415 (7.8%)

42 (8.2%)

Total

5,325

510

  1. *In the current study, corneal diseases include infectious keratitis, non-infectious keratitis, corneal dystrophy or degeneration, and ocular surface neoplasm affecting the cornea.