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Table 5 Classification of Non-AMD, Non-DR Pathologies with Fundus

From: Artificial intelligence in chorioretinal pathology through fundoscopy: a comprehensive review

Algorithm

Number of Articles

Results*

Groups

CNN

7

AUC: 0.97

Brown et al., Cai et al., Du et al., Lu et al., Lu et al., Rauf et al., Zhen et al.

Acc: 0.97

 

Sens: 0.82

Spec: 0.96

ML/Multimodal**

0

  
  1. *Average values across articles **ML algorithm(s) or combined use of ML and DL AUC, area under curve. Acc, accuracy. Sens, sensitivity. Spec, specificity