| Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy X Liang, L Chen, D Nguyen, Z Zhou, X Gu, M Yang, J Wang, S Jiang Physics in Medicine & Biology 64 (12), 125002, 2019 | 277 | 2019 |
| Synthetic CT generation from CBCT images via deep learning L Chen, X Liang, C Shen, S Jiang, J Wang Medical physics 47 (3), 1115-1125, 2020 | 176 | 2020 |
| Zero-shot medical image translation via frequency-guided diffusion models Y Li, HC Shao, X Liang, L Chen, R Li, S Jiang, J Wang, Y Zhang IEEE transactions on medical imaging 43 (3), 980-993, 2023 | 52 | 2023 |
| Synthetic CT generation from CBCT images via unsupervised deep learning L Chen, X Liang, C Shen, D Nguyen, S Jiang, J Wang Physics in Medicine & Biology 66 (11), 115019, 2021 | 46 | 2021 |
| Generalizability issues with deep learning models in medicine and their potential solutions: illustrated with cone-beam computed tomography (CBCT) to computed tomography (CT … X Liang, D Nguyen, SB Jiang Machine Learning: Science and Technology 2 (1), 015007, 2020 | 40 | 2020 |
| Exploratory ensemble interpretable model for predicting local failure in head and neck cancer: the additive benefit of CT and intra-treatment cone-beam computed tomography features HE Morgan, K Wang, M Dohopolski, X Liang, MR Folkert, DJ Sher, ... Quantitative Imaging in Medicine and Surgery 11 (12), 4781, 2021 | 19 | 2021 |
| Cone-beam computed tomography (CBCT) segmentation by adversarial learning domain adaptation X Jia, S Wang, X Liang, A Balagopal, D Nguyen, M Yang, Z Wang, JX Ji, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 19 | 2019 |
| Deep learning based CT-to-CBCT deformable image registration for autosegmentation in head and neck adaptive radiation therapy X Liang, H Morgan, D Nguyen, S Jiang Journal of Artificial Intelligence for Medical Sciences 2 (1-2), 62-75, 2021 | 14 | 2021 |
| Intentional deep overfit learning for patient‐specific dose predictions in adaptive radiotherapy A Maniscalco, X Liang, MH Lin, S Jiang, D Nguyen Medical physics 50 (9), 5354-5363, 2023 | 12 | 2023 |
| ORRN: An ODE-based recursive registration network for deformable respiratory motion estimation with lung 4DCT images X Liang, S Lin, F Liu, D Schreiber, M Yip IEEE Transactions on Biomedical Engineering 70 (12), 3265-3276, 2023 | 10 | 2023 |
| Deep learning based direct segmentation assisted by deformable image registration for cone-beam CT based auto-segmentation for adaptive radiotherapy X Liang, H Morgan, T Bai, M Dohopolski, D Nguyen, S Jiang Physics in Medicine & Biology 68 (4), 045012, 2023 | 10 | 2023 |
| A probability‐based multi‐cycle sorting method for 4D‐MRI: A simulation study X Liang, FF Yin, Y Liu, J Cai Medical physics 43 (12), 6375-6385, 2016 | 10 | 2016 |
| Segmentation by test‐time optimization for CBCT‐based adaptive radiation therapy X Liang, J Chun, H Morgan, T Bai, D Nguyen, J Park, S Jiang Medical physics 50 (4), 1947-1961, 2023 | 8 | 2023 |
| Ensemble learning and personalized training for the improvement of unsupervised deep learning‐based synthetic CT reconstruction S Olberg, BS Choi, I Park, X Liang, JS Kim, J Deng, Y Yan, S Jiang, ... Medical physics 50 (3), 1436-1449, 2023 | 7 | 2023 |
| Real-to-sim deformable object manipulation: Optimizing physics models with residual mappings for robotic surgery X Liang, F Liu, Y Zhang, Y Li, S Lin, M Yip 2024 IEEE International Conference on Robotics and Automation (ICRA), 15471 …, 2024 | 6 | 2024 |
| Slice-stacking T2-weighted MRI for fast determination of internal target volume for liver tumor S Han, X Liang, T Li, FF Yin, J Cai Quantitative imaging in medicine and surgery 11 (1), 32, 2021 | 6 | 2021 |
| Single patient learning for adaptive radiotherapy dose prediction A Maniscalco, X Liang, MH Lin, S Jiang, D Nguyen Medical physics 50 (12), 7324-7337, 2023 | 5 | 2023 |
| Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR‐only radiotherapy X Liang, A Yen, T Bai, A Godley, C Shen, J Wu, B Meng, MH Lin, P Medin, ... Medical physics 50 (12), 7368-7382, 2023 | 5 | 2023 |
| Jiggle: An active sensing framework for boundary parameters estimation in deformable surgical environments NU Shinde, X Liang, F Liu, Y Zhang, F Richter, S Herbert, MC Yip arXiv preprint arXiv:2405.09743, 2024 | 4 | 2024 |
| Motion robust 4D-MRI sorting based on anatomic feature matching: A digital phantom simulation study Z Yang, L Ren, FF Yin, X Liang, J Cai Radiation medicine and protection 1 (01), 41-47, 2020 | 4 | 2020 |
