Dr. Chenyang Shen Profile

Dr. Chenyang Shen

Professor, Instructor at Univ of Texas Southwestern Medical Center

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Publications (3)

Proceedings Article | 28 May 2019 Paper

Low-dose CT reconstruction assisted by a global CT image manifold prior

Chenyang Shen, Guoyang Ma, Xun Jia

Proceedings Volume 11072, 1107205 (2019) https://doi.org/10.1117/12.2534959

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

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Proceedings Article | 28 May 2019 Paper

Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction

Chenyang Shen, Min-Yu Tsai, Yesenia Gonzalez, Liyuan Chen, Steve B. Jiang, Xun Jia

Proceedings Volume 11072, 1107203 (2019) https://doi.org/10.1117/12.2534948

KEYWORDS: CT reconstruction, Computed tomography, Reconstruction algorithms, Image processing, Artificial intelligence

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Proceedings Article | 2 March 2018 Paper

Automatic PET cervical tumor segmentation by deep learning with prior information

Liyuan Chen, Chenyang Shen, Shulong Li, Genevieve Maquilan, Kevin Albuquerque, Michael Folkert, Jing Wang

Proceedings Volume 10574, 1057436 (2018) https://doi.org/10.1117/12.2293926

KEYWORDS: Image segmentation, Tumors, Bladder, Positron emission tomography, Cervix, Convolution, 3D image processing, Convolutional neural networks, Cervical cancer, Neural networks

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