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Updated: Jul 5, 2025

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双域重建网络包含多层波段变换和循环卷积,用于稀疏视图计算机断层成像.

Juncheng Lin1,2,3, Jialin Li1,2,3, Jiazhen Dou1,2,3

  • 1Institute of Advanced Photonics Technology, School of Information Engineering, Guangdong University of Technology, Guangzhou 510006, China.

Tomography (Ann Arbor, Mich.)
|January 22, 2024
PubMed
概括

这项研究引入了一种用于稀疏视图计算机断层扫描 (SVCT) 重建的新型双域网络. 该方法有效地减少了文物并增强了图像细节,提高了低剂量CT扫描中的诊断准确性.

关键词:
在CT重建中,重建是CT.卷积式长期和短期记忆 (Conv-LSTM)双域网络是一个双域网络.多层次波纹波段是多层次波纹波段.自己注意力自我注意力稀疏的视图可以看到.

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