| Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning algorithm for real-time prostate treatment planning X Li, J Zhang, Y Sheng, Y Chang, FF Yin, Y Ge, QJ Wu, C Wang Physics in Medicine & Biology 65 (17), 175014, 2020 | 49 | 2020 |
| Fluence map prediction using deep learning models–direct plan generation for pancreas stereotactic body radiation therapy W Wang, Y Sheng, C Wang, J Zhang, X Li, M Palta, B Czito, CG Willett, ... Frontiers in artificial intelligence 3, 68, 2020 | 41 | 2020 |
| An artificial intelligence‐driven agent for real‐time head‐and‐neck IMRT plan generation using conditional generative adversarial network (cGAN) X Li, C Wang, Y Sheng, J Zhang, W Wang, FF Yin, Q Wu, QJ Wu, Y Ge Medical physics 48 (6), 2714-2723, 2021 | 31 | 2021 |
| Artificial intelligence applications in intensity modulated radiation treatment planning: an overview Y Sheng, J Zhang, Y Ge, X Li, W Wang, H Stephens, FF Yin, Q Wu, QJ Wu Quantitative Imaging in Medicine and Surgery 11 (12), 4859, 2021 | 13 | 2021 |
| Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning method for real-time prostate treatment planning X Li, J Zhang, Y Sheng, Y Chang, F Yin, Y Ge, Q Wu, C Wang MEDICAL PHYSICS 46 (6), E256-E256, 2019 | 3 | 2019 |
| Insights of an AI agent via analysis of prediction errors: a case study of fluence map prediction for radiation therapy planning X Li, QJ Wu, Q Wu, C Wang, Y Sheng, W Wang, H Stephens, FF Yin, Y Ge Physics in Medicine & Biology 66 (23), 23NT01, 2021 | 2 | 2021 |
| Automatic VMAT planning via MLC dynamic sequence prediction (AVP-DSP): a novel deep-learning method for real-time prostate treatment planning Y Ni, Y Sheng, J Zhang, X Li, QJJ Wu, C Wang International Journal of Radiation Oncology, Biology, Physics 108 (3), S93-S94, 2020 | 2 | 2020 |
| Dose-Distribution-Driven PET Image-based Outcome Prediction (DDD-PIOP): A Framework Design for Oropharyngeal Cancer IMRT Application C Wang, C Liu, K Lafata, Y Chang, Y Cui, X Li, YM Mowery, DM Brizel, ... International Journal of Radiation Oncology, Biology, Physics 105 (1), S81-S82, 2019 | 2 | 2019 |
| Rapid auto IMRT planning using cascade dense convolutional neural network (CDCNN): a feasibility study for fluence map prediction using deep learning on prostate IMRT patients C Wang, X Li, Y Chang, Y Sheng, J Zhang, FF Yin, QJJ Wu International Journal of Radiation Oncology, Biology, Physics 105 (1), E789-E790, 2019 | 2 | 2019 |
| A collimator setting optimization algorithm for dual-arc volumetric modulated arc therapy in pancreas stereotactic body radiation therapy X Li, J Wu, M Palta, Y Zhang, Y Sheng, J Zhang, C Wang Technology in cancer research & treatment 18, 1533033819870767, 2019 | 2 | 2019 |
| Artificial Intelligence-Driven Planning Agents for Real-Time IMRT Plan Generation X Li | | 2023 |
| Input feature design and its impact on the performance of deep learning models for predicting fluence maps in intensity-modulated radiation therapy X Li, Y Ge, Q Wu, C Wang, Y Sheng, W Wang, H Stephens, FF Yin, QJ Wu Physics in Medicine & Biology 67 (21), 215009, 2022 | | 2022 |
| Clinical Commissioning and Implementation of An In-House Artificial Intelligence (AI) Tool for Automatic Head-And-Neck Intensity Modulated Radiation Therapy (IMRT) Treatment … X Li, Y Sheng, QJ Wu, Y Ge, C Wang, DM Brizel, YM Mowery, J Lee, ... MEDICAL PHYSICS 49 (6), E134-E134, 2022 | | 2022 |
| An Artificial Intelligence-Driven Agent for Rapid Head-and-Neck IMRT Plan Generation C Wang, X Li, J Zhang, Y Sheng, FF Yin, Q Wu, Y Ge, QJJ Wu International Journal of Radiation Oncology, Biology, Physics 108 (3), e263, 2020 | | 2020 |
| An Artificial Intelligence Agent for Rapid IMRT Planning of Prostate SBRT: A Feasibility Study X Li, J Zhang, Y Sheng, QJ Wu, C Wang Cureus Journal of Medical Science 12 (4), 2020 | | 2020 |
