| 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 | 48 | 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 Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning J Zhang, QJ Wu, T Xie, Y Sheng, FF Yin, Y Ge Frontiers in Oncology 8, 57, 2018 | 39 | 2018 |
| Automatic planning of whole breast radiation therapy using machine learning models Y Sheng, T Li, S Yoo, FF Yin, R Blitzblau, JK Horton, Y Ge, QJ Wu Frontiers in Oncology 9, 750, 2019 | 33 | 2019 |
| Standardized beam bouquets for lung IMRT planning L Yuan, QJ Wu, F Yin, Y Li, Y Sheng, CR Kelsey, Y Ge Physics in Medicine & Biology 60 (5), 1831, 2015 | 32 | 2015 |
| Exploring the margin recipe for online adaptive radiation therapy for intermediate-risk prostate cancer: an intrafractional seminal vesicles motion analysis Y Sheng, T Li, WR Lee, FF Yin, QJ Wu International Journal of Radiation Oncology• Biology• Physics 98 (2), 473-480, 2017 | 31 | 2017 |
| 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 | 30 | 2021 |
| Atlas-guided prostate intensity modulated radiation therapy (IMRT) planning Y Sheng, T Li, Y Zhang, WR Lee, FF Yin, Y Ge, QJ Wu Physics in Medicine & Biology 60 (18), 7277, 2015 | 29 | 2015 |
| An interpretable planning bot for pancreas stereotactic body radiation therapy J Zhang, C Wang, Y Sheng, M Palta, B Czito, C Willett, J Zhang, ... International Journal of Radiation Oncology* Biology* Physics 109 (4), 1076-1085, 2021 | 26 | 2021 |
| Outlier identification in radiation therapy knowledge‐based planning: A study of pelvic cases Y Sheng, Y Ge, L Yuan, T Li, FF Yin, QJ Wu Medical physics 44 (11), 5617-5626, 2017 | 25 | 2017 |
| Dose-distribution-driven PET image-based outcome prediction (DDD-PIOP): a deep learning study for oropharyngeal cancer IMRT application C Wang, C Liu, Y Chang, K Lafata, Y Cui, J Zhang, Y Sheng, Y Mowery, ... Frontiers in Oncology 10, 1592, 2020 | 24 | 2020 |
| Deep Learning–Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost W Wang, Y Sheng, M Palta, B Czito, C Willett, M Hito, FF Yin, Q Wu, Y Ge, ... Advances in Radiation Oncology 6 (4), 100672, 2021 | 22 | 2021 |
| Systems and methods for automated radiation treatment planning with decision support QJ Wu, Y Ge, FF Yin, L Yuan, Y Sheng, T Li, J Liu US Patent App. 15/555,488, 2018 | 22 | 2018 |
| Temporal lobe injury patterns following intensity modulated radiotherapy in a large cohort of nasopharyngeal carcinoma patients L Lu, Y Sheng, G Zhang, Y Li, PY OuYang, Y Ge, T Xie, H Chang, X Deng, ... Oral Oncology 85, 8-14, 2018 | 20 | 2018 |
| Modeling of multiple planning target volumes for head and neck treatments in knowledge‐based treatment planning J Zhang, Y Ge, Y Sheng, FF Yin, QJ Wu Medical Physics 46 (9), 3812-3822, 2019 | 16 | 2019 |
| Lung IMRT planning with automatic determination of beam angle configurations L Yuan, W Zhu, Y Ge, Y Jiang, Y Sheng, FF Yin, QJ Wu Physics in Medicine & Biology 63 (13), 135024, 2018 | 15 | 2018 |
| 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 |
| Knowledge-Based Tradeoff Hyperplanes for Head and Neck Treatment Planning J Zhang, Y Ge, Y Sheng, C Wang, J Zhang, Y Wu, Q Wu, FF Yin, QJ Wu International Journal of Radiation Oncology* Biology* Physics 106 (5), 1095-1103, 2020 | 13 | 2020 |
| Goal-Driven Beam Setting Optimization for Whole-Breast Radiation Therapy W Wang, Y Sheng, S Yoo, RC Blitzblau, FF Yin, QJ Wu Technology in Cancer Research & Treatment 18, 1533033819858661, 2019 | 12 | 2019 |
| Knowledge-Based Statistical Inference Method for Plan Quality Quantification J Zhang, QJ Wu, Y Ge, C Wang, Y Sheng, J Palta, JK Salama, FF Yin, ... Technology in Cancer Research & Treatment 18, 1533033819857758, 2019 | 12 | 2019 |
