| A review of deep learning-based three-dimensional medical image registration methods H Xiao, X Teng, C Liu, T Li, G Ren, R Yang, D Shen, J Cai Quantitative Imaging in Medicine and Surgery 11 (12), 4895, 2021 | 62 | 2021 |
| Multi-organ omics-based prediction for adaptive radiation therapy eligibility in nasopharyngeal carcinoma patients undergoing concurrent chemoradiotherapy SK Lam, Y Zhang, J Zhang, B Li, JC Sun, CYT Liu, PH Chou, X Teng, ... Frontiers in oncology 11, 792024, 2022 | 45 | 2022 |
| Deep learning for automatic target volume segmentation in radiation therapy: a review H Lin, H Xiao, L Dong, KBK Teo, W Zou, J Cai, T Li Quantitative Imaging in Medicine and Surgery 11 (12), 4847, 2021 | 41 | 2021 |
| Virtual contrast-enhanced magnetic resonance images synthesis for patients with nasopharyngeal carcinoma using multimodality-guided synergistic neural network W Li, H Xiao, T Li, G Ren, S Lam, X Teng, C Liu, J Zhang, FK Lee, K Au, ... International Journal of Radiation Oncology* Biology* Physics 112 (4), 1033-1044, 2022 | 38 | 2022 |
| Deep learning-based computed tomography perfusion mapping (DL-CTPM) for pulmonary CT-to-perfusion translation G Ren, J Zhang, T Li, H Xiao, LY Cheung, WY Ho, J Qin, J Cai International Journal of Radiation Oncology* Biology* Physics 110 (5), 1508-1518, 2021 | 35 | 2021 |
| Building reliable radiomic models using image perturbation X Teng, J Zhang, A Zwanenburg, J Sun, Y Huang, S Lam, Y Zhang, B Li, ... Scientific Reports 12 (1), 10035, 2022 | 29 | 2022 |
| A review on 3D deformable image registration and its application in dose warping H Xiao, G Ren, J Cai Radiation Medicine and Protection 1 (04), 171-178, 2020 | 22 | 2020 |
| A dual‐supervised deformation estimation model (DDEM) for constructing ultra‐quality 4D‐MRI based on a commercial low‐quality 4D‐MRI for liver cancer radiation therapy H Xiao, R Ni, S Zhi, W Li, C Liu, G Ren, X Teng, W Liu, W Wang, Y Zhang, ... Medical physics 49 (5), 3159-3170, 2022 | 21 | 2022 |
| MRI super-resolution via realistic downsampling with adversarial learning B Huang, H Xiao, W Liu, Y Zhang, H Wu, W Wang, Y Yang, Y Yang, ... Physics in Medicine & Biology 66 (20), 205004, 2021 | 20 | 2021 |
| Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma X Teng, J Zhang, Z Ma, Y Zhang, S Lam, W Li, H Xiao, T Li, B Li, T Zhou, ... Frontiers in Oncology 12, 974467, 2022 | 19 | 2022 |
| Investigation of a novel deep learning-based computed tomography perfusion mapping framework for functional lung avoidance radiotherapy G Ren, S Lam, J Zhang, H Xiao, AL Cheung, W Ho, J Qin, J Cai Frontiers in oncology 11, 644703, 2021 | 18 | 2021 |
| Advances in MRI‐guided precision radiotherapy C Liu, M Li, H Xiao, T Li, W Li, J Zhang, X Teng, J Cai Precision Radiation Oncology 6 (1), 75-84, 2022 | 12 | 2022 |
| A transfer learning framework for deep learning-based CT-to-perfusion mapping on lung cancer patients G Ren, B Li, S Lam, H Xiao, YH Huang, AL Cheung, Y Lu, R Mao, H Ge, ... Frontiers in Oncology 12, 883516, 2022 | 9 | 2022 |
| Multi‐contrast four‐dimensional magnetic resonance imaging (MC‐4D‐MRI): development and initial evaluation in liver tumor patients L Zhang, FF Yin, T Li, X Teng, H Xiao, W Harris, L Ren, FMS Kong, H Ge, ... Medical physics 48 (12), 7984-7997, 2021 | 9 | 2021 |
| An overview of artificial intelligence in medical physics and radiation oncology J Liu, H Xiao, J Fan, W Hu, Y Yang, P Dong, L Xing, J Cai Journal of the National Cancer Center, 2023 | 8 | 2023 |
| Volumetric multiphase ventilation imaging based on four‐dimensional computed tomography for functional lung avoidance radiotherapy YH Huang, G Ren, H Xiao, D Yang, FM Kong, WY Ho, J Cai Medical Physics 49 (11), 7237-7246, 2022 | 7 | 2022 |
| Deep learning-based bone suppression in chest radiographs using CT-derived features: a feasibility study G Ren, H Xiao, SK Lam, D Yang, T Li, X Teng, J Qin, J Cai Quantitative imaging in medicine and surgery 11 (12), 4807, 2021 | 7 | 2021 |
| Multi-institutional investigation of model generalizability for virtual contrast-enhanced MRI synthesis W Li, S Lam, T Li, ALY Cheung, H Xiao, C Liu, J Zhang, X Teng, S Zhi, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 6 | 2022 |
| Ultra-fast multi-parametric 4D-MRI image reconstruction for real-time applications using a downsampling-invariant deformable registration (D2R) model H Xiao, X Han, S Zhi, YL Wong, C Liu, W Li, W Liu, W Wang, Y Zhang, ... Radiotherapy and Oncology 189, 109948, 2023 | 5 | 2023 |
| Respiratory-correlated 4-dimensional magnetic resonance fingerprinting for liver cancer radiation therapy motion management C Liu, T Li, P Cao, ES Hui, YL Wong, Z Wang, H Xiao, S Zhi, T Zhou, W Li, ... International Journal of Radiation Oncology* Biology* Physics 117 (2), 493-504, 2023 | 4 | 2023 |
Jing Cai, DABR, FAAPMProfessor, The Hong Kong Polytechnic UniversityE-mail megerősítve itt: polyu.edu.hk
