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Table 5 Results of ‘Visual Turing Test’ on DCGAN-generated liver lesion images presented by Frid-Adar et al. [139]

From: A survey on Image Data Augmentation for Deep Learning

  Classification accuracy Is ROI real?
Real (%) Synthetic (%) Total score Total score
Expert 1 78 77.5 235\302 = 77.8% 189\302 = 62.5%
Expert 2 69.2 69.2 209\302 = 69.2% 177\302 = 58.6%