SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis
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arXiv
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| Autori principali: | , , , , , , , , , , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2026
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| _version_ | 1866910263275421696 |
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| author | Zhang, Tianyu Liang, Xinglong van Dijk, Jarek Han, Luyi Lu, Chunyao Portaluri, Antonio Xie, Xinghe Duan, Yaofei Rasoolzadeh, Nika Wang, Xin Gao, Yuan He, Muzhen Sun, Yue Teuwen, Jonas Tan, Tao Mann, Ritse |
| author_facet | Zhang, Tianyu Liang, Xinglong van Dijk, Jarek Han, Luyi Lu, Chunyao Portaluri, Antonio Xie, Xinghe Duan, Yaofei Rasoolzadeh, Nika Wang, Xin Gao, Yuan He, Muzhen Sun, Yue Teuwen, Jonas Tan, Tao Mann, Ritse |
| contents | Synthesizing high fidelity contrast enhanced MRI is clinically valuable for safer and more efficient breast cancer screening, yet remains challenging due to complex lesion textures and heterogeneous enhancement patterns. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2605_25767 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis Zhang, Tianyu Liang, Xinglong van Dijk, Jarek Han, Luyi Lu, Chunyao Portaluri, Antonio Xie, Xinghe Duan, Yaofei Rasoolzadeh, Nika Wang, Xin Gao, Yuan He, Muzhen Sun, Yue Teuwen, Jonas Tan, Tao Mann, Ritse Computer Vision and Pattern Recognition Synthesizing high fidelity contrast enhanced MRI is clinically valuable for safer and more efficient breast cancer screening, yet remains challenging due to complex lesion textures and heterogeneous enhancement patterns. |
| title | SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis |
| topic | Computer Vision and Pattern Recognition |
| url | https://arxiv.org/abs/2605.25767 |