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在医学成像中使用物理启发的生成模型

Dennis Hein1,2, Afshin Bozorgpour3, Dorit Merhof3

  • 1Department of Physics, KTH Royal Institute of Technology, Stockholm, Sweden.

Annual review of biomedical engineering
|May 1, 2025
PubMed
概括

灵感来自物理学的生成模型,包括扩散和波桑流模型,正在彻底改变医学成像. 这篇评论强调了它们在重建,生成和分析中的应用,为未来的进步铺平了道路.

关键词:
贝叶斯定理 贝叶斯定理在PFGM++++中使用.波桑流量生成模型的模型一致性模型的一致性模型扩散模型的扩散模型.图像分析图像分析图像重建 图像重建图像/数据合成医学成像医学成像由物理启发的生成模型.

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