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Updated: Jul 10, 2025

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对于X射线差异相对比射线的相位检索,与从虚拟差异吸收模型学习的知识转移学习

Siwei Tao1, Zonghan Tian1, Ling Bai1

  • 1State Key Laboratory of Extreme Photonics and Instrumentation, College of Optical Science and Engineering, Zhejiang University, Hangzhou, 310027, China.

Computers in biology and medicine
|November 23, 2023
PubMed
概括

这项研究引入了一种新的深度学习方法,使用转移学习来进行X射线相位检索,用于相位对比成像. 该方法克服了获得地面真相数据的挑战,改善了医疗应用的图像质量.

关键词:
圆束计算机断层扫描技术生成性的对抗性网络.阶段检索恢复阶段检索转移学习转移学习射线相位对比成像X射线相位对比成像

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