SAFE-Diff: 用于对比增强乳腿MRI合成的尺度感知注意力和特征分散扩散模型
计算机视觉与模式识别
2026-05-28 v2
摘要
合成高保真对比增强MRI对于更安全更高效的乳腺癌筛查具有临床价值，但由于复杂的病灶纹理和异质的增强模式，仍然具有挑战性。
引用
@article{arxiv.2605.25767,
title = {SAFE-Diff: Scale-Aware Attention and Feature-Dispersive Diffusion with Uncertainty Estimation for Contrast-Enhanced Breast MRI Synthesis},
author = {Tianyu Zhang and Xinglong Liang and Jarek van Dijk and Luyi Han and Chunyao Lu and Antonio Portaluri and Xinghe Xie and Yaofei Duan and Nika Rasoolzadeh and Xin Wang and Yuan Gao and Muzhen He and Yue Sun and Jonas Teuwen and Tao Tan and Ritse Mann},
journal= {arXiv preprint arXiv:2605.25767},
year = {2026}
}
备注
Early accepted by MICCAI 2026