Liyuan Chen
Liyuan Chen
Medical Physics Resident, Clinical Fellow, University of Texas Southwestern Medical Center; Ph.D
Verified email at utsouthwestern.edu
Title
Cited by
Cited by
Year
Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy
X Liang, L Chen, D Nguyen, Z Zhou, X Gu, M Yang, J Wang, S Jiang
Physics in Medicine & Biology 64 (12), 125002, 2019
662019
Intelligent parameter tuning in optimization-based iterative CT reconstruction via deep reinforcement learning
C Shen, Y Gonzalez, L Chen, SB Jiang, X Jia
IEEE transactions on medical imaging 37 (6), 1430-1439, 2018
552018
Combining many-objective radiomics and 3D convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer
L Chen, Z Zhou, D Sher, Q Zhang, J Shah, NL Pham, S Jiang, J Wang
Physics in Medicine & Biology 64 (7), 075011, 2019
372019
Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer
C Shen, Y Gonzalez, P Klages, N Qin, H Jung, L Chen, D Nguyen, ...
Physics in Medicine & Biology 64 (11), 115013, 2019
352019
Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features
S Li, P Xu, B Li, L Chen, Z Zhou, H Hao, Y Duan, M Folkert, J Ma, S Huang, ...
Physics in Medicine & Biology 64 (17), 175012, 2019
262019
A convex variational model for restoring blurred images with large Rician noise
L Chen, T Zeng
Journal of Mathematical Imaging and Vision 53 (1), 92-111, 2015
252015
Synthetic CT generation from CBCT images via deep learning
L Chen, X Liang, C Shen, S Jiang, J Wang
Medical physics 47 (3), 1115-1125, 2020
242020
Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment …
C Shen, D Nguyen, L Chen, Y Gonzalez, R McBeth, N Qin, SB Jiang, ...
Medical physics 47 (6), 2329-2336, 2020
162020
Automatic PET cervical tumor segmentation by combining deep learning and anatomic prior
L Chen, C Shen, Z Zhou, G Maquilan, K Albuquerque, MR Folkert, J Wang
Physics in Medicine & Biology 64 (8), 085019, 2019
162019
Predicting lymph node metastasis in head and neck cancer by combining many-objective radiomics and 3-dimensioal convolutional neural network through evidential reasoning
Z Zhou, L Chen, D Sher, Q Zhang, J Shah, NL Pham, S Jiang, J Wang
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
162018
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification
CS Ying Ren, Min-Yu Tsai, Liyuan Chen, Jing Wang, Shulong Li, Yufei Liu, Xun Jia
International Journal of Computer Assisted Radiology and Surgery, 2019
12*2019
Material elemental decomposition in dual and multi‐energy CT via a sparsity‐dictionary approach for proton stopping power ratio calculation
C Shen, B Li, L Chen, M Yang, Y Lou, X Jia
Medical physics 45 (4), 1491-1503, 2018
112018
Deriving ventilation imaging from 4 DCT by deep convolutional neural network
Y Zhong, Y Vinogradskiy, L Chen, N Myziuk, R Castillo, E Castillo, ...
Medical physics 46 (5), 2323-2329, 2019
92019
Automatic PET cervical tumor segmentation by deep learning with prior information
L Chen, C Shen, S Li, G Maquilan, K Albuquerque, MR Folkert, J Wang
Medical Imaging 2018: Image Processing 10574, 1057436, 2018
82018
Multi-objective ensemble deep learning using electronic health records to predict outcomes after lung cancer radiotherapy
R Wang, Y Weng, Z Zhou, L Chen, H Hao, J Wang
Physics in Medicine & Biology 64 (24), 245005, 2019
72019
Accurate segmenting of cervical tumors in PET imaging based on similarity between adjacent slices
L Chen, C Shen, Z Zhou, G Maquilan, K Thomas, MR Folkert, ...
Computers in biology and medicine 97, 30-36, 2018
62018
U‐net‐based deformation vector field estimation for motion‐compensated 4D‐CBCT reconstruction
X Huang, Y Zhang, L Chen, J Wang
Medical physics 47 (7), 3000-3012, 2020
42020
Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction
C Shen, MY Tsai, Y Gonzalez, L Chen, SB Jiang, X Jia
15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019
42019
A multi‐objective radiomics model for the prediction of locoregional recurrence in head and neck squamous cell cancer
K Wang, Z Zhou, R Wang, L Chen, Q Zhang, D Sher, J Wang
Medical physics 47 (10), 5392-5400, 2020
32020
Reliable lymph node metastasis prediction in head & neck cancer through automated multi-objective model
Z Zhou, M Dohopolski, L Chen, X Chen, S Jiang, D Sher, J Wang
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
32019
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