| Evaluating large language models on a highly-specialized topic, radiation oncology physics J Holmes, Z Liu, L Zhang, Y Ding, TT Sio, LA McGee, JB Ashman, X Li, ... Frontiers in Oncology 13, 1219326, 2023 | 137 | 2023 |
| The impact of robustness of deformable image registration on contour propagation and dose accumulation for head and neck adaptive radiotherapy L Zhang, Z Wang, C Shi, T Long, XG Xu Journal of applied clinical medical physics 19 (4), 185-194, 2018 | 47 | 2018 |
| Survey on natural language processing in medical image analysis. Z Liu, M He, Z Jiang, Z Wu, H Dai, L Zhang, S Luo, T Han, X Li, X Jiang, ... Zhong nan da xue xue bao. Yi xue ban= Journal of Central South University …, 2022 | 37 | 2022 |
| Evaluation of openai o1: Opportunities and challenges of agi T Zhong, Z Liu, Y Pan, Y Zhang, Y Zhou, S Liang, Z Wu, Y Lyu, P Shu, ... arXiv preprint arXiv:2409.18486, 2024 | 36 | 2024 |
| Segment anything model (sam) for radiation oncology L Zhang, Z Liu, L Zhang, Z Wu, X Yu, J Holmes, H Feng, H Dai, X Li, Q Li, ... arXiv preprint arXiv:2306.11730, 2023 | 32 | 2023 |
| Artificial general intelligence for radiation oncology C Liu, Z Liu, J Holmes, L Zhang, L Zhang, Y Ding, P Shu, Z Wu, H Dai, ... Meta-radiology 1 (3), 100045, 2023 | 27 | 2023 |
| Radonc-gpt: A large language model for radiation oncology Z Liu, P Wang, Y Li, J Holmes, P Shu, L Zhang, C Liu, N Liu, D Zhu, X Li, ... arXiv preprint arXiv:2309.10160, 2023 | 26 | 2023 |
| Beam mask and sliding window‐facilitated deep learning‐based accurate and efficient dose prediction for pencil beam scanning proton therapy L Zhang, JM Holmes, Z Liu, SA Vora, TT Sio, CE Vargas, NY Yu, ... Medical physics 51 (2), 1484-1498, 2024 | 21 | 2024 |
| Artificial intelligence‐based framework in evaluating intrafraction motion for liver cancer robotic stereotactic body radiation therapy with fiducial tracking Z Liang, Q Zhou, J Yang, L Zhang, D Liu, B Tu, S Zhang Medical Physics 47 (11), 5482-5489, 2020 | 15 | 2020 |
| Benchmarking a foundation LLM on its ability to re-label structure names in accordance with the AAPM TG-263 report J Holmes, L Zhang, Y Ding, H Feng, Z Liu, T Liu, WW Wong, SA Vora, ... arXiv preprint arXiv:2310.03874, 2023 | 7 | 2023 |
| Generalizable and promptable artificial intelligence model to augment clinical delineation in radiation oncology L Zhang, Z Liu, L Zhang, Z Wu, X Yu, J Holmes, H Feng, H Dai, X Li, Q Li, ... Medical physics 51 (3), 2187-2199, 2024 | 6 | 2024 |
| The radiation oncology NLP database Z Liu, J Holmes, W Liao, C Liu, L Zhang, H Feng, P Wang, MA Elahi, ... arXiv preprint arXiv:2401.10995, 2024 | 6 | 2024 |
| Benchmarking a foundation large language model on its ability to relabel structure names in accordance with the american association of physicists in medicine task group-263 report J Holmes, L Zhang, Y Ding, H Feng, Z Liu, T Liu, WW Wong, SA Vora, ... Practical Radiation Oncology 14 (6), e515-e521, 2024 | 5 | 2024 |
| Fine-tuning large language models for radiation oncology, a highly specialized healthcare domain Z Liu, P Wang, Y Li, JM Holmes, P Shu, L Zhang, X Li, Q Li, SA Vora, ... International Journal of Particle Therapy 12, 100428, 2024 | 4 | 2024 |
| Meta-radiology Y Liu, T Han, S Ma, J Zhang, Y Yang, J Tian, H He, A Li, M He, Z Liu, Z Wu, ... Meta 1, 100045, 2023 | 3 | 2023 |
| Fine-Tuning Large Language Models for Radiation Oncology, A Specialized Health Care Domain P Wang, Z Liu, Y Li, J Holmes, P Shu, L Zhang, X Li, Q Li, SA Vora, ... International Journal of Radiation Oncology, Biology, Physics 120 (2), e664, 2024 | 2 | 2024 |
| Fast Monte Carlo dose calculation in proton therapy J Holmes, H Feng, L Zhang, MK Fix, SB Jiang, W Liu Physics in Medicine & Biology 69 (17), 17TR01, 2024 | 2 | 2024 |
| Online Adaptive Proton Therapy Facilitated by Artificial Intelligence-Based Autosegmentation in Pencil Beam Scanning Proton Therapy H Feng, J Shan, CE Vargas, SR Keole, JCM Rwigema, Y Ding, L Zhang, ... International Journal of Radiation Oncology* Biology* Physics 121 (3), 822-831, 2025 | 1 | 2025 |
| Noisy probing dose facilitated dose prediction for pencil beam scanning proton therapy: physics enhances generalizability L Zhang, JM Holmes, Z Liu, H Feng, TT Sio, CE Vargas, SR Keole, ... arXiv preprint arXiv:2312.00975, 2023 | 1 | 2023 |
| 自然语言处理在医学影像分析中的应用 刘正梁， 贺孟申， 姜作伟， 吴子豪， 戴海星， 张练， 罗思一， 韩甜乐， 李响， ... Journal of Central South University Medical Sciences 47 (8), 981, 2022 | 1 | 2022 |