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Chenyang Shen
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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
1362020
An introduction to deep learning in medical physics: advantages, potential, and challenges
C Shen, D Nguyen, Z Zhou, SB Jiang, B Dong, X Jia
Physics in Medicine & Biology 65 (5), 05TR01, 2020
1142020
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
1022019
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning
C Shen, Y Gonzalez, L Chen, SB Jiang, X Jia
IEEE Transaction on Medical Imaging 37 (6), 1430-1439, 2018
982018
Incorporating human and learned domain knowledge into training deep neural networks: A differentiable dose volume histogram and adversarial inspired framework for generating …
D Nguyen, R McBeth, AS Barkousaraie, G Bohara, C Shen, X Jia, S Jiang
arXiv preprint arXiv:1908.05874, 2019
85*2019
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
742020
Comprehensive analysis of proton range uncertainties related to stopping-power-ratio estimation using dual-energy CT imaging
B Li, HC Lee, X Duan, C Shen, L Zhou, X Jia, M Yang
Phys Med Biol, 2017
732017
A manifold learning regularization approach to enhance 3D CT image-based lung nodule classification
Y Ren, MY Tsai, L Chen, J Wang, S Li, Y Liu, X Jia, C Shen
International Journal of Computer Assisted Radiology and Surgery 15, 287-295, 2020
532020
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
402019
Synthetic CT generation from CBCT images via unsupervised deep learning
L Chen, X Liang, C Shen, D Nguyen, S Jiang, J Wang
Physics in Medicine & Biology 66 (11), 115019, 2021
322021
Multi-label Classification by Semi-supervised Singular Value Decomposition
L Jing, C Shen, L Yang, J Yu, MK Ng
IEEE Transactions on Image Processing, 2017
282017
Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer
H Jung, C Shen, Y Gonzalez, K Albuquerque, X Jia
Physics in Medicine & Biology 64 (21), 215003, 2019
272019
Generating Pareto optimal dose distributions for radiation therapy treatment planning
D Nguyen, AS Barkousaraie, C Shen, X Jia, S Jiang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
262019
A hierarchical deep reinforcement learning framework for intelligent automatic treatment planning of prostate cancer intensity modulated radiation therapy
C Shen, L Chen, X Jia
Physics in Medicine & Biology 66 (13), 134002, 2021
212021
Improving efficiency of training a virtual treatment planner network via knowledge‐guided deep reinforcement learning for intelligent automatic treatment planning of radiotherapy
C Shen, L Chen, Y Gonzalez, X Jia
Medical physics 48 (4), 1909-1920, 2021
212021
Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach
Y Gonzalez, C Shen, H Jung, D Nguyen, SB Jiang, K Albuquerque, X Jia
Medical Image Analysis 68, 101896, 2021
212021
Multienergy Cone-Beam Computed Tomography Reconstruction with a Spatial Spectral Nonlocal Means Algorithm
B Li, C Shen, Y Chi, M Yang, Y Lou, L Zhou, X Jia
SIAM Journal on Imaging Sciences 11 (2), 1205-1229, 2018
212018
Adaptive Sample-Level Graph Combination for Partial Multiview Clustering
L Yang, C Shen, Q Hu, L Jing, Y Li
IEEE Transactions on Image Processing 29, 2780-2794, 2019
202019
Deep-learning–assisted automatic digitization of applicators in 3D CT image-based high-dose-rate brachytherapy of gynecological cancer
H Jung, Y Gonzalez, C Shen, P Klages, K Albuquerque, X Jia
Brachytherapy 18 (6), 841-851, 2019
202019
A machine-learning–based prediction model of fistula formation after interstitial brachytherapy for locally advanced gynecological malignancies
Z Tian, A Yen, Z Zhou, C Shen, K Albuquerque, B Hrycushko
Brachytherapy 18 (4), 530-538, 2019
192019
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