Mr. Xinyu Zhang Profile

Xinyu Zhang

at Huizhou Municipal Central Hospital

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Publications (2)

Proceedings Article | 16 March 2020 Paper

Non-local texture learning approach for CT imaging problems using convolutional neural network

Sui Li, Lisha Yao, Manman Zhu, Danyang Li, Qi Gao, Xinyu Zhang, Rikui Zhong, Zhaoying Bian, Dong Zeng, Jianhua Ma

Proceedings Volume 11312, 113124B (2020) https://doi.org/10.1117/12.2548949

KEYWORDS: Computed tomography, Convolutional neural networks, Convolution, 3D image processing, CT reconstruction, Reconstruction algorithms, 3D acquisition, Neural networks, Lithium, Evolutionary algorithms

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Proceedings Article | 16 March 2020 Paper

Progressive transfer learning strategy for low-dose CT image reconstruction with limited annotated data

Mingqiang Meng, Danyang Li, Sui Li, Manman Zhu, Lei Wang, Qi Gao, Zhaoying Bian, Xinyu Zhang, Jing Huang, Dong Zeng, Jianhua Ma

Proceedings Volume 11312, 1131242 (2020) https://doi.org/10.1117/12.2548946

KEYWORDS: Computed tomography, Convolution, CT reconstruction, Image restoration, Image quality, Medical imaging, Network architectures, Lithium, Cancer, Diagnostics

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