Table 5 Classification performance evaluation on the UCSD Dataset.

From: A novel approach for automatic classification of macular degeneration OCT images

Method

Pre-training

Accuracy (%)

Sensitivity (%)

Specificity (%)

Fang et al. (JVCIR)28

 × 

87.3

84.7

95.8

Fang et al. (TMI)27

 × 

90.1

86.8

96.6

Saman et al.30

✓

93.9

93.4

98.0

Moradi et al.31

✓

96.3

96.3

98.8

MSA-NET (ours)

✓

96.7

96.7

98.9

  1. Measured based on five-fold cross-validation results.
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