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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