Table 6 Results of ‘Visual Turing Test’ on different DCGAN- and WGAN [104]—generated brain tumor MR images presented by Han et al. [140]
| Â | Accuracy (%) | Real selected as real | Real as synt | Synt as real | Synt as synt |
|---|---|---|---|---|---|
T1 (DCGAN, 128 × 128) | 70 | 26 | 24 | 6 | 44 |
Tlc (DCGAN, 128 × 128) | 71 | 24 | 26 | 3 | 47 |
T2 (DCGAN, 128 × 128) | 64 | 22 | 28 | 8 | 42 |
FLAIR (DCGAN, 128 × 128) | 54 | 12 | 38 | 8 | 42 |
Concat (DCGAN, 128 × 128) | 77 | 34 | 16 | 7 | 43 |
Concat (DCGAN, 64 × 64) | 54 | 13 | 37 | 9 | 41 |
T1 (WGAN, 128 × 128) | 64 | 20 | 30 | 6 | 44 |
Tlc (WGAN, 128 × 128) | 55 | 13 | 37 | 8 | 42 |
T2 (WGAN, 128 × 128) | 58 | 19 | 31 | 11 | 39 |
FLAIR (WGAN, 128 × 128) | 62 | 16 | 34 | 4 | 46 |
Concat (WGAN, 128 × 128) | 66 | 31 | 19 | 15 | 35 |
Concat (WGAN, 64 × 64) | 53 | 18 | 32 | 15 | 35 |