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Table 7 Comparison of DR detection on the Messidor dataset

From: Convolutional bag of words for diabetic retinopathy detection from eye fundus images

Method AUC
Antal and Hajdu (2012) [19] 88%
Roychowdhury et al. (2014) [18] 90%
Quellec et al. (2015) [17] 89%
Sparse SURF 90%
  1. The italic entries were showing the best results