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Table 2 Classification accuracy of deep learning network

From: Comparison of smartphone-based retinal imaging systems for diabetic retinopathy detection using deep learning

 

Overall

No DR

DR

Original

0.8164 ±0.0258

0.7094 ±0.0431

0.9234 ±0.0372

iExaminer

0.6144 ±0.0552

0.7661 ±0.0582

0.4464 ±0.0894

D-Eye

0.6211 ±0.0593

0.7371 ±0.0566

0.4827 ±0.0784

Peek Retina

0.6889 ±0.0353

0.8397 ±0.0451

0.5140 ±0.0539

iNview

0.7531 ±0.0311

0.6094 ±0.0491

0.8969 ±0.0394

  1. Note that each result shows the mean and its standard deviation as mean ±std