دنبال کردن
Liyuan Chen
Liyuan Chen
Assistant Professor
ایمیل تأیید شده در utsouthwestern.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
2732019
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
1752020
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
1292019
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
1102018
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
1022019
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
962020
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
732019
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
632020
Zero-shot medical image translation via frequency-guided diffusion models‏
Y Li, HC Shao, X Liang, L Chen, R Li, S Jiang, J Wang, Y Zhang‏
IEEE transactions on medical imaging 43 (3), 980-993, 2023‏
492023
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
462021
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
462018
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
452019
A convex variational model for restoring blurred images with large Rician noise‏
L Chen, T Zeng‏
Journal of Mathematical Imaging and Vision 53, 92-111, 2015‏
412015
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
402021
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
352019
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
302020
Predicting lymph node metastasis in patients with oropharyngeal cancer by using a convolutional neural network with associated epistemic and aleatoric uncertainty‏
M Dohopolski, L Chen, D Sher, J Wang‏
Physics in Medicine & Biology 65 (22), 225002, 2020‏
292020
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
292020
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
272021
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
232019
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20