Dr. Liyuan Chen Profile

Dr. Liyuan Chen

at Univ of Texas Southwestern Medical Ctr

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Publications (3)

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 | 1 March 2019 Paper

Incorporating biomechanical modeling and deep learning into a deformation-driven liver CBCT reconstruction technique

You Zhang, Liyuan Chen, Bin Li, Michael Folkert, Xun Jia, Xuejun Gu, Jing Wang

Proceedings Volume 10948, 109482I (2019) https://doi.org/10.1117/12.2512649

KEYWORDS: Liver, Tumors, Computed tomography, Monte Carlo methods, Reconstruction algorithms, Image quality, 3D modeling, Radiotherapy, X-ray computed tomography

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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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