Table 6 Effect of image-related factors specifically previous cataract surgery.

From: Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy

   

Lens Status

   

Phakic

Pseudophakic

SEED

Value (95% CI)

AUC

0.833 (0.811–0.853)

0.918 (0.887–0.940)

P value for AUC comparison

Reference

<0.001

Sensitivity

91.1% (84.6–95.5%)

93.4% (85.3–97.8%)

Specificity

76.1% (73.8–78.3%)

84.2% (81.4–86.8%)

  1. P value was calculated by bootstrap method, using the phakic eyes as the standard.
  2. Dataset used for evaluation of phakia compared to pseudophakia is Singapore Epidemiology of Eye Diseases study, which comprises of Singapore Malay Eye Study, Singapore Indian Eye Study and Singapore Chinese Eye Study.
  3. AUC area under receiver operating curve, CI confidence interval, SEED Singapore Epidemiology of Eye Diseases study.
Back to article page