| Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer C Shen, Y Gonzalez, P Klages, N Qin, H Jung, L Chen, D Nguyen, ... Physics in Medicine & Biology 64 (11), 115013, 2019 | 104 | 2019 |
| Intelligent parameter tuning in optimization-based iterative CT reconstruction via deep reinforcement learning C Shen, Y Gonzalez, L Chen, SB Jiang, X Jia IEEE transactions on medical imaging 37 (6), 1430-1439, 2018 | 98 | 2018 |
| Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment … C Shen, D Nguyen, L Chen, Y Gonzalez, R McBeth, N Qin, SB Jiang, ... Medical physics 47 (6), 2329-2336, 2020 | 75 | 2020 |
| SPARE: Sparse‐view reconstruction challenge for 4D cone‐beam CT from a 1‐min scan CC Shieh, Y Gonzalez, B Li, X Jia, S Rit, C Mory, M Riblett, G Hugo, ... Medical physics 46 (9), 3799-3811, 2019 | 63 | 2019 |
| A deep learning-based framework for segmenting invisible clinical target volumes with estimated uncertainties for post-operative prostate cancer radiotherapy A Balagopal, D Nguyen, H Morgan, Y Weng, M Dohopolski, MH Lin, ... Medical image analysis 72, 102101, 2021 | 46 | 2021 |
| Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer H Jung, C Shen, Y Gonzalez, K Albuquerque, X Jia Physics in Medicine & Biology 64 (21), 215003, 2019 | 28 | 2019 |
| Improving efficiency of training a virtual treatment planner network via knowledge‐guided deep reinforcement learning for intelligent automatic treatment planning of radiotherapy C Shen, L Chen, Y Gonzalez, X Jia Medical physics 48 (4), 1909-1920, 2021 | 21 | 2021 |
| Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach Y Gonzalez, C Shen, H Jung, D Nguyen, SB Jiang, K Albuquerque, X Jia Medical image analysis 68, 101896, 2021 | 21 | 2021 |
| Deep-learning–assisted automatic digitization of applicators in 3D CT image-based high-dose-rate brachytherapy of gynecological cancer H Jung, Y Gonzalez, C Shen, P Klages, K Albuquerque, X Jia Brachytherapy 18 (6), 841-851, 2019 | 20 | 2019 |
| Predicting which patients may benefit from the hybrid intracavitary+ interstitial needle (IC/IS) applicator for advanced cervical cancer: A dosimetric comparison and toxicity … Y Gonzalez, F Giap, P Klages, A Owrangi, X Jia, K Albuquerque Brachytherapy 20 (1), 136-145, 2021 | 11 | 2021 |
| Simultaneous needle catheter selection and dwell time optimization for preplanning of high-dose-rate brachytherapy of prostate cancer C Wang, Y Gonzalez, C Shen, B Hrycushko, X Jia Physics in Medicine & Biology 66 (5), 055028, 2021 | 8 | 2021 |
| Quality-guided deep reinforcement learning for parameter tuning in iterative CT reconstruction C Shen, MY Tsai, Y Gonzalez, L Chen, SB Jiang, X Jia 15th International Meeting on Fully Three-Dimensional Image Reconstruction …, 2019 | 5 | 2019 |
| Clinical experience on patient‐specific quality assurance for CBCT‐based online adaptive treatment plan C Shen, L Chen, X Zhong, Y Gonzalez, J Visak, B Meng, E Inam, ... Journal of applied clinical medical physics 24 (4), e13918, 2023 | 4 | 2023 |
| Modeling physician’s preference in treatment plan approval of stereotactic body radiation therapy of prostate cancer Y Gao, C Shen, Y Gonzalez, X Jia Physics in Medicine & Biology 67 (11), 115012, 2022 | 3 | 2022 |
| Automatic treatment planning in a human-like manner: operating treatment planning systems by a deep reinforcement learning based virtual treatment Planner C Shen, Y Gonzalez, L Chen, D Nguyen, X Jia International Journal of Radiation Oncology, Biology, Physics 105 (1), S256, 2019 | 3 | 2019 |
| ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy J Lin, M Chen, Y Lai, Z Trivedi, J Wu, T Foo, Y Gonzalez, R Reynolds, ... Medical physics 51 (1), 18-30, 2024 | 2 | 2024 |
| MR image reconstruction from undersampled data for image-guided radiation therapy using a patient-specific deep manifold image prior J Grandinetti, Y Gao, Y Gonzalez, J Deng, C Shen, X Jia Frontiers in Oncology 12, 1013783, 2022 | 1 | 2022 |
| Initial clinical experience of CBCT-based adaptive online radiotherapy for SAbR of thoracic malignancies Y Gonzalez, B Meng, DDM Parsons, BA Hrycushko, T Zhuang, B Cai, ... International Journal of Radiation Oncology, Biology, Physics 114 (3), e591-e592, 2022 | 1 | 2022 |
| Change in image-guided planning strategies over time impacts oncologic and survival outcomes for intracavitary cervical cancer brachytherapy P D'Cunha, Y Gonzalez, C Nwachukwu, B Hrycushko, P Medin, ... Brachytherapy 21 (5), 668-677, 2022 | 1 | 2022 |
| Hierarchical deep reinforcement learning for intelligent automatic radiotherapy treatment planning C Shen, L Chen, Y Gonzalez, D Nguyen, S Jiang, X Jia MEDICAL PHYSICS 47 (6), E463-E463, 2020 | 1 | 2020 |
Xun JiaDepartment of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins UniversityVerified email at jhu.edu
