Mr. Kaichao Liang Profile

Kaichao Liang

at Tsinghua Univ

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Training a low-dose CT denoising network with only low-dose CT dataset: comparison of DDLN and Noise2Void

Kaichao Liang, Li Zhang, Yuxiang Xing

Proceedings Volume 11595, 115950I (2021) https://doi.org/10.1117/12.2581922

KEYWORDS: Denoising, X-rays, Visualization, Statistical analysis, Machine learning, Image visualization, Computed tomography

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Proceedings Article | 16 March 2020 Paper

A stopping criterion for iterative reconstruction of x-ray computed tomography

Yirong Yang, Kaichao Liang, Yuxiang Xing

Proceedings Volume 11312, 113123M (2020) https://doi.org/10.1117/12.2549379

KEYWORDS: Image quality, X-ray computed tomography, Reconstruction algorithms, Data modeling, X-rays, Signal to noise ratio

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Proceedings Article | 9 March 2018 Presentation + Paper

Improve angular resolution for sparse-view CT with residual convolutional neural network

Kaichao Liang, Hongkai Yang, Kejun Kang, Yuxiang Xing

Proceedings Volume 10573, 105731K (2018) https://doi.org/10.1117/12.2293319

KEYWORDS: X-ray computed tomography, Convolutional neural networks, CT reconstruction, Reconstruction algorithms, Computed tomography, Medical imaging, Neural networks

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