| Classification of machine learning frameworks for data-driven thermal fluid models CW Chang, NT Dinh International Journal of Thermal Sciences 135, 559-579, 2019 | 110 | 2019 |
| A standardized commissioning framework of Monte Carlo dose calculation algorithms for proton pencil beam scanning treatment planning systems CW Chang, S Huang, J Harms, J Zhou, R Zhang, A Dhabaan, ... Medical physics 47 (4), 1545-1557, 2020 | 48 | 2020 |
| 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 | 39 | 2023 |
| 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 | 39 | 2023 |
| A potential revolution in cancer treatment: A topical review of FLASH radiotherapy Y Gao, R Liu, CW Chang, S Charyyev, J Zhou, JD Bradley, T Liu, X Yang Journal of Applied Clinical Medical Physics 23 (10), e13790, 2022 | 37 | 2022 |
| Dual-energy CT based mass density and relative stopping power estimation for proton therapy using physics-informed deep learning CW Chang, Y Gao, T Wang, Y Lei, Q Wang, S Pan, A Sudhyadhom, ... Physics in Medicine & Biology 67 (11), 115010, 2022 | 35 | 2022 |
| Commissioning of GPU–Accelerated Monte Carlo Code FRED for Clinical Applications in Proton Therapy J Gajewski, M Garbacz, CW Chang, K Czerska, M Durante, N Krah, ... Frontiers in Physics 8, 567300, 2021 | 32 | 2021 |
| 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 | 31 | 2022 |
| 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 | 29 | 2024 |
| Validation of a deep learning-based material estimation model for Monte Carlo dose calculation in proton therapy CW Chang, S Zhou, Y Gao, L Lin, T Liu, JD Bradley, T Zhang, J Zhou, ... Physics in Medicine & Biology 67 (21), 215004, 2022 | 24 | 2022 |
| 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 | 22 | 2024 |
| Nuclear halo measurements for accurate prediction of field size factor in a Varian ProBeam proton PBS system J Harms, CW Chang, R Zhang, L Lin Journal of Applied Clinical Medical Physics 21 (1), 197-204, 2020 | 20 | 2020 |
| A novel proton counting detector and method for the validation of tissue and implant material maps for Monte Carlo dose calculation S Charyyev, CW Chang, J Harms, C Oancea, ST Yoon, X Yang, T Zhang, ... Physics in Medicine & Biology 66 (4), 045003, 2021 | 16 | 2021 |
| Optimization of hexagonal‐pattern minibeams for spatially fractionated radiotherapy using proton beam scanning S Charyyev, M Artz, G Szalkowski, CW Chang, A Stanforth, L Lin, R Zhang, ... Medical physics 47 (8), 3485-3495, 2020 | 15 | 2020 |
| Reynolds-averaged turbulence modeling using deep learning with local flow features: an empirical approach CW Chang, J Fang, NT Dinh Nuclear Science and Engineering 194 (8-9), 650-664, 2020 | 14 | 2020 |
| 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 | 12 | 2024 |
| 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 | 12 | 2023 |
| Physics-constrained machine learning for two-phase flow simulation using deep learning-based closure relation CW Chang, N Dinh, SM Cetiner American Nuclear Society Winter Meeting, Washington, DC, 1749-1752, 2017 | 12 | 2017 |
| Small modular reactor modeling using modelica for nuclear-renewable hybrid energy systems applications D Mikkelson, CW Chang, SM Cetiner, AL Qualls, JM Doster, TN Dinh Transactions of the American Nuclear Society 113 (INL/CON-16-39032), 2015 | 11 | 2015 |
| A study of physics-informed deep learning for system fluid dynamics closures CW Chang, N Dinh American Nuclear Society Winter Meeting, Anaheim, CA, 1785-1788, 2016 | 10 | 2016 |
Xiaofeng YangEmory University and Georgia Institute of TechnologyVerified email at emory.edu
