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Update README.md
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@HieuPhan33
HieuPhan33 authored Aug 3, 2024
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Expand Up @@ -29,9 +29,9 @@ Unpaired Pediatric brain MRI-CT images (Private dataset) <img src="imgs/pediatri
| **Methods** | **Type** | **MRI→CT** | | | **CT→MRI** | | |
|-------------------------------|----------|---------------------|--------|--------|-----------------------|--------|--------|
| | | **MAE ↓** | **PSNR ↑** | **SSIM (%) ↑** | **MAE ↓** | **PSNR ↑** | **SSIM (%) ↑** |
| CycleGAN [Zhu2017] | 2D | 80.86 | 21.33 | 75.07 | 118.15 | 15.04 | 65.26 |
| AttentionGAN [Tang2019] | 2D | 81.67 | 21.24 | 75.94 | 115.30 | 16.22 | 67.13 |
| QS-Attn-Seg [Liu2023] | 3D | 63.55 | 22.32 | 81.42 | 113.82 | 16.71 | 67.97 |
| CycleGAN [Zhu2017,ICCV] | 2D | 80.86 | 21.33 | 75.07 | 118.15 | 15.04 | 65.26 |
| AttentionGAN [Tang2021,TNLS] | 2D | 81.67 | 21.24 | 75.94 | 115.30 | 16.22 | 67.13 |
| QS-Attn-Seg [Liu2023,arxiv] | 3D | 63.55 | 22.32 | 81.42 | 113.82 | 16.71 | 67.97 |
| MaskGAN (w/o Shape) | 2D | 62.28 | 22.56 | 82.36 | 112.88 | 16.83 | 68.34 |
| [MaskGAN (Ours)](https://drive.google.com/file/d/15e1pS2V2DDdQQqIdEdD7cpZstyQuSG_i/view?usp=drive_link) | 2D | **62.13** | **22.89** | **82.50** | **112.75** | **16.95** | **68.44** |

Expand All @@ -41,9 +41,9 @@ Unpaired Adult brain MRI/CT images. Original dataset are paired ([Link](https://
| **Methods** | **Type** | **MRI→CT** | | | **CT→MRI** | | |
|-------------------------------|----------|---------------------|--------|--------|-----------------------|--------|--------|
| | | **MAE ↓** | **PSNR ↑** | **SSIM (%) ↑** | **MAE ↓** | **PSNR ↑** | **SSIM (%) ↑** |
| CycleGAN [Zhu2017] | 2D | 52.10 | 21.43 | 84.12 | 71.57 | 19.67 | 62.07 |
| AttentionGAN [Tang2019] | 2D | 51.41 | 21.48 | 84.15 | 72.23 | 19.88 | 63.75 |
| QS-Attn-Seg [Liu2023] | 3D | 46.71 | 22.29 | 86.01 | 63.98 | 20.08 | 66.23 |
| CycleGAN [Zhu2017,ICCV] | 2D | 52.10 | 21.43 | 84.12 | 71.57 | 19.67 | 62.07 |
| AttentionGAN [Tang2021,TNLS] | 2D | 51.41 | 21.48 | 84.15 | 72.23 | 19.88 | 63.75 |
| QS-Attn-Seg [Liu2023,arxiv] | 3D | 46.71 | 22.29 | 86.01 | 63.98 | 20.08 | 66.23 |
| MaskGAN (w/o Shape) | 2D | 46.26 | 22.32 | 86.05 | 63.60 | 20.12 | 67.68 |
| [MaskGAN (Ours)](https://drive.google.com/file/d/1FUTEDrw8G92zgc0rRZ4TRxHFgkkPhk7R/view?usp=drive_link) | 2D | **45.11** | **22.45** | **86.31** | **62.95** | **20.53** | **67.87** |

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