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Self-consistent recursive diffusion bridge for medical image translation

delete2025-08-05
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OA
AI
F
Fuat Arslan
B
Bilal Kabaş
O
Onat Dalmaz
M
Muzaffer Özbey
T
Tolga Çukur *
DOI:10.1016/j.media.2025.103747delete
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摘要

摘要

En 中文
• 一种用于多模态医学图像翻译的新型扩散桥。 • 通过逐步将源模态映射到目标模态图像,改进了扩散过程中的任务相关性。 • 采用自洽的递归估计过程来提高图像样本的准确性。 • 在多对比度MRI和MRI-CT翻译任务中达到当前最佳性能。
Keyword:
Medical image translation
Synthesis
Generative
MRI
CT
Diffusion
Bridge
AI总结

AI总结

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期刊

Medical Image Analysis 封面图
Medical Image Analysis
IF:
11.8
论文数:
3.9K
被引数:
2.4W

机构

B
Bilkent University
学者数:
274
论文数: 139
被引数: 0
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