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使用图像对图像翻译算法对3DMR卷进行基于GAN的运动文物校正

Vishnu Vardhan Reddy Kanamata Reddy1,2, Chandan Ganesh Bangalore Yogananda3, Nghi C D Truong3

  • 1University of Texas at Dallas, Center for Imaging and Surgical Innovation, Richardson, TX.

Proceedings of SPIE--the International Society for Optical Engineering
|July 23, 2024
PubMed
概括

这项研究提出了一个3D深度学习框架,使用生成对抗网络 (GAN) 来从脑MRI扫描中删除运动文物. 该方法有效地恢复图像质量,为临床应用提供了有前途的解决方案.

关键词:
深度学习 (Deep Learning) 是一种深度学习.生成性的对抗性网络.MR运动校正 MR运动校正翻译 翻译 翻译 翻译 翻译

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