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Justin Roper, PhD
Justin Roper, PhD
Assistant Professor of Radiation Oncology, Winship Cancer Institute of Emory University
emory.edu의 이메일 확인됨
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연도
Single-isocenter multiple-target stereotactic radiosurgery: risk of compromised coverage
J Roper, V Chanyavanich, G Betzel, J Switchenko, A Dhabaan
International Journal of Radiation Oncology* Biology* Physics 93 (3), 540-546, 2015
1812015
2D medical image synthesis using transformer-based denoising diffusion probabilistic model
S Pan, T Wang, RLJ Qiu, M Axente, CW Chang, J Peng, AB Patel, ...
Physics in Medicine & Biology 68 (10), 105004, 2023
942023
Knowledge‐based radiation treatment planning: a data‐driven method survey
S Momin, Y Fu, Y Lei, J Roper, JD Bradley, WJ Curran, T Liu, X Yang
Journal of applied clinical medical physics 22 (8), 16-44, 2021
892021
CBCT‐Based synthetic CT image generation using conditional denoising diffusion probabilistic model
J Peng, RLJ Qiu, JF Wynne, CW Chang, S Pan, T Wang, J Roper, T Liu, ...
Medical physics 51 (3), 1847-1859, 2024
632024
Does size matter? Investigating the optimal planning target volume margin for postoperative stereotactic radiosurgery to resected brain metastases
J Jhaveri, M Chowdhary, X Zhang, RH Press, JM Switchenko, MJ Ferris, ...
Journal of neurosurgery 130 (3), 797-803, 2018
602018
Synthetic CT generation from MRI using 3D transformer‐based denoising diffusion model
S Pan, E Abouei, J Wynne, CW Chang, T Wang, RLJ Qiu, Y Li, J Peng, ...
Medical Physics 51 (4), 2538-2548, 2024
582024
Abdomen CT multi‐organ segmentation using token‐based MLP‐Mixer
S Pan, CW Chang, T Wang, J Wynne, M Hu, Y Lei, T Liu, P Patel, J Roper, ...
Medical Physics 50 (5), 3027-3038, 2023
512023
Male pelvic multi-organ segmentation using token-based transformer Vnet
S Pan, Y Lei, T Wang, J Wynne, CW Chang, J Roper, AB Jani, P Patel, ...
Physics in Medicine & Biology 67 (20), 205012, 2022
422022
Synthetic dual-energy CT for MRI-only based proton therapy treatment planning using label-GAN
R Liu, Y Lei, T Wang, J Zhou, J Roper, L Lin, MW McDonald, JD Bradley, ...
Physics in Medicine & Biology 66 (6), 065014, 2021
332021
Magnetic resonance imaging contrast enhancement synthesis using cascade networks with local supervision
H Xie, Y Lei, T Wang, J Roper, M Axente, JD Bradley, T Liu, X Yang
Medical Physics 49 (5), 3278-3287, 2022
302022
Automated delineation of head and neck organs at risk using synthetic MRI‐aided mask scoring regional convolutional neural network
X Dai, Y Lei, T Wang, J Zhou, J Roper, M McDonald, JJ Beitler, WJ Curran, ...
Medical Physics 48 (10), 5862-5873, 2021
302021
Echocardiographic image multi‐structure segmentation using Cardiac‐SegNet
Y Lei, Y Fu, J Roper, K Higgins, JD Bradley, WJ Curran, T Liu, X Yang
Medical physics 48 (5), 2426-2437, 2021
302021
Synthetic CT‐aided multiorgan segmentation for CBCT‐guided adaptive pancreatic radiotherapy
X Dai, Y Lei, J Wynne, J Janopaul‐Naylor, T Wang, J Roper, WJ Curran, ...
Medical physics 48 (11), 7063-7073, 2021
292021
Male pelvic multi‐organ segmentation on transrectal ultrasound using anchor‐free mask CNN
Y Lei, T Wang, J Roper, AB Jani, SA Patel, WJ Curran, P Patel, T Liu, ...
Medical Physics 48 (6), 3055-3064, 2021
282021
Deep learning‐based motion tracking using ultrasound images
X Dai, Y Lei, J Roper, Y Chen, JD Bradley, WJ Curran, T Liu, X Yang
Medical Physics 48 (12), 7747-7756, 2021
242021
Fine-tuning the normal tissue objective in eclipse for lung stereotactic body radiation therapy
JP Bell, P Patel, K Higgins, MW McDonald, J Roper
Medical Dosimetry 43 (4), 344-350, 2018
222018
High-resolution MRI synthesis using a data-driven framework with denoising diffusion probabilistic modeling
CW Chang, J Peng, M Safari, E Salari, S Pan, J Roper, RLJ Qiu, Y Gao, ...
Physics in Medicine & Biology 69 (4), 045001, 2024
202024
Synthesizing high‐resolution magnetic resonance imaging using parallel cycle‐consistent generative adversarial networks for fast magnetic resonance imaging
H Xie, Y Lei, T Wang, J Roper, AH Dhabaan, JD Bradley, T Liu, H Mao, ...
Medical Physics 49 (1), 357-369, 2022
192022
Head and neck multi-organ segmentation on dual-energy CT using dual pyramid convolutional neural networks
T Wang, Y Lei, J Roper, B Ghavidel, JJ Beitler, M McDonald, WJ Curran, ...
Physics in Medicine & Biology 66 (11), 115008, 2021
192021
Cycle-guided denoising diffusion probability model for 3d cross-modality mri synthesis
S Pan, CW Chang, J Peng, J Zhang, RLJ Qiu, T Wang, J Roper, T Liu, ...
arXiv preprint arXiv:2305.00042, 2023
182023
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