A novel optimization framework for VMAT with dynamic gantry couch rotation Q Lyu, YY Victoria, D Ruan, R Neph, D O’Connor, K Sheng Physics in Medicine & Biology 63 (12), 125013, 2018 | 48 | 2018 |
DeepMC: a deep learning method for efficient Monte Carlo beamlet dose calculation by predictive denoising in magnetic resonance-guided radiotherapy R Neph, Q Lyu, Y Huang, YM Yang, K Sheng Physics in Medicine & Biology 66 (3), 035022, 2021 | 32 | 2021 |
Robust beam orientation optimization for intensity‐modulated proton therapy W Gu, R Neph, D Ruan, W Zou, L Dong, K Sheng Medical physics 46 (8), 3356-3370, 2019 | 32 | 2019 |
A sparse orthogonal collimator for small animal intensity‐modulated radiation therapy. Part II: hardware development and commissioning K Woods, R Neph, D Nguyen, K Sheng Medical Physics, 2019 | 21* | 2019 |
ROAD: ROtational direct Aperture optimization with a Decoupled ring-collimator for FLASH radiotherapy Q Lyu, R Neph, D O’Connor, D Ruan, S Boucher, K Sheng Physics in Medicine & Biology 66 (3), 035020, 2021 | 18 | 2021 |
Parallel beamlet dose calculation via beamlet contexts in a distributed multi‐GPU framework R Neph, C Ouyang, J Neylon, Y Yang, K Sheng Medical physics 46 (8), 3719-3733, 2019 | 15 | 2019 |
Iterative reconstruction for low dose CT using Plug-and-Play alternating direction method of multipliers (ADMM) framework Q Lyu, D Ruan, J Hoffman, R Neph, M McNitt-Gray, K Sheng Medical Imaging 2019: Image Processing 10949, 36-44, 2019 | 15 | 2019 |
Single-arc VMAT optimization for dual-layer MLC Q Lyu, R Neph, YY Victoria, D Ruan, K Sheng Physics in Medicine & Biology 64 (9), 095028, 2019 | 14 | 2019 |
Deepmcdose: A deep learning method for efficient monte carlo beamlet dose calculation by predictive denoising in mr-guided radiotherapy R Neph, Y Huang, Y Yang, K Sheng Artificial Intelligence in Radiation Therapy: First International Workshop …, 2019 | 13 | 2019 |
Performance comparison of knowledge-based dose prediction techniques based on limited patient data A Landers, R Neph, F Scalzo, D Ruan, K Sheng Technology in cancer research & treatment 17, 1533033818811150, 2018 | 13 | 2018 |
Tomographic detection of photon pairs produced from high-energy X-rays for the monitoring of radiotherapy dosing Q Lyu, R Neph, K Sheng Nature Biomedical Engineering 7 (3), 323-334, 2023 | 10 | 2023 |
Many-isocenter optimization for robotic radiotherapy Q Lyu, R Neph, YY Victoria, D Ruan, S Boucher, K Sheng Physics in Medicine & Biology 65 (4), 045003, 2020 | 10 | 2020 |
Multi‐MATE, a high‐throughput platform for automated image‐guided small‐animal irradiation L Jiang, P Ramesh, R Neph, K Sheng Medical physics 50 (12), 7383-7389, 2023 | 3 | 2023 |
A sparse orthogonal Collimator for small animal IMRT using rectangular aperture optimization K Woods, D Nguyen, R Neph, D O'Connor, K Sheng International Journal of Radiation Oncology, Biology, Physics 102 (3), S152-S153, 2018 | 2 | 2018 |
Non-Coplanar Many-Isocenter Optimization for Radiotherapy on Robotic Arm Platform Q Lyu, R Neph, VY Yu, D Ruan, S Boucher, K Sheng International Journal of Radiation Oncology, Biology, Physics 108 (3), e368, 2020 | 1 | 2020 |
Accelerating Radiation Dose Calculation with High Performance Computing and Machine Learning for Large-scale Radiotherapy Treatment Planning RT Neph University of California, Los Angeles, 2020 | 1 | 2020 |
Robust individual thermoluminescence dosimeter tracking using optical fingerprinting D Shang, W Gu, A Landers, K Woods, V Yu, R Neph, S Tenn, K Sheng Medical physics 47 (1), 267-271, 2020 | 1 | 2020 |
Deep Learning MC: Fast CNN-Based Prediction of Monte Carlo Dose for MR-Guided Treatment Planning R Neph, Y Huang, Y Yang, K Sheng Medical Physics 46 (6), E371-E371, 2019 | 1 | 2019 |
Distributed Multi-GPU photon beamlet dose calculation for efficient radiation treatment planning R Neph, C Ouyang, J Neylon, K Sheng MEDICAL PHYSICS 45 (6), E697-E698, 2018 | 1 | 2018 |
A Novel Irradiation Platform Design for Multiple Mouse Automated Treatment Environment L Jiang, P Ramesh, R Neph, K Sheng AAPM 65th Annual Meeting & Exhibition, 2023 | | 2023 |