| Summary of chatgpt-related research and perspective towards the future of large language models Y Liu, T Han, S Ma, J Zhang, Y Yang, J Tian, H He, A Li, M He, Z Liu, Z Wu, ... Meta-Radiology, 100017, 2023 | 997 | 2023 |
| Trustllm: Trustworthiness in large language models Y Huang, L Sun, H Wang, S Wu, Q Zhang, Y Li, C Gao, Y Huang, W Lyu, ... arXiv preprint arXiv:2401.05561, 2024 | 250 | 2024 |
| Auggpt: Leveraging chatgpt for text data augmentation H Dai, Z Liu, W Liao, X Huang, Y Cao, Z Wu, L Zhao, S Xu, F Zeng, W Liu, ... IEEE Transactions on Big Data, 2025 | 199 | 2025 |
| Deid-gpt: Zero-shot medical text de-identification by gpt-4 Z Liu, Y Huang, X Yu, L Zhang, Z Wu, C Cao, H Dai, L Zhao, Y Li, P Shu, ... arXiv preprint arXiv:2303.11032, 2023 | 170 | 2023 |
| Chataug: Leveraging chatgpt for text data augmentation H Dai, Z Liu, W Liao, X Huang, Z Wu, L Zhao, W Liu, N Liu, S Li, D Zhu, ... arXiv preprint arXiv:2302.13007 1 (2), 2023 | 157 | 2023 |
| Prompt engineering for healthcare: Methodologies and applications J Wang, E Shi, S Yu, Z Wu, C Ma, H Dai, Q Yang, Y Kang, J Wu, H Hu, ... arXiv preprint arXiv:2304.14670, 2023 | 151 | 2023 |
| Review of large vision models and visual prompt engineering J Wang, Z Liu, L Zhao, Z Wu, C Ma, S Yu, H Dai, Q Yang, Y Liu, S Zhang, ... Meta-Radiology, 100047, 2023 | 146 | 2023 |
| 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 | 123 | 2023 |
| Biomedgpt: A unified and generalist biomedical generative pre-trained transformer for vision, language, and multimodal tasks K Zhang, J Yu, E Adhikarla, R Zhou, Z Yan, Y Liu, Z Liu, L He, B Davison, ... arXiv e-prints, arXiv: 2305.17100, 2023 | 112 | 2023 |
| When brain-inspired ai meets agi L Zhao, L Zhang, Z Wu, Y Chen, H Dai, X Yu, Z Liu, T Zhang, X Hu, ... Meta-Radiology, 100005, 2023 | 104 | 2023 |
| An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT C Ma, Z Wu, J Wang, S Xu, Y Wei, Z Liu, F Zeng, X Jiang, L Guo, X Cai, ... IEEE Transactions on Artificial Intelligence, 2024 | 100 | 2024 |
| Differentiating ChatGPT-generated and human-written medical texts: quantitative study W Liao, Z Liu, H Dai, S Xu, Z Wu, Y Zhang, X Huang, D Zhu, H Cai, Q Li, ... JMIR Medical Education 9 (1), e48904, 2023 | 95 | 2023 |
| Radiology-llama2: Best-in-class large language model for radiology Z Liu, Y Li, P Shu, A Zhong, L Yang, C Ju, Z Wu, C Ma, J Luo, C Chen, ... arXiv preprint arXiv:2309.06419, 2023 | 95 | 2023 |
| Ma-sam: Modality-agnostic sam adaptation for 3d medical image segmentation C Chen, J Miao, D Wu, A Zhong, Z Yan, S Kim, J Hu, Z Liu, L Sun, X Li, ... Medical Image Analysis 98, 103310, 2024 | 87 | 2024 |
| Large language models for robotics: Opportunities, challenges, and perspectives J Wang, Z Wu, Y Li, H Jiang, P Shu, E Shi, H Hu, C Ma, Y Liu, X Wang, ... arXiv preprint arXiv:2401.04334, 2024 | 86 | 2024 |
| Revolutionizing finance with llms: An overview of applications and insights H Zhao, Z Liu, Z Wu, Y Li, T Yang, P Shu, S Xu, H Dai, L Zhao, G Mai, ... arXiv preprint arXiv:2401.11641, 2024 | 83 | 2024 |
| Understanding llms: A comprehensive overview from training to inference Y Liu, H He, T Han, X Zhang, M Liu, J Tian, Y Zhang, J Wang, X Gao, ... arXiv preprint arXiv:2401.02038, 2024 | 80 | 2024 |
| Survey on Individual Differences in Visualization Z Liu, RJ Crouser, A Ottley Computer Graphics Forum, 39: 693-712. doi:10.1111/cgf.14033, 2020 | 66 | 2020 |
| A generalist vision–language foundation model for diverse biomedical tasks K Zhang, R Zhou, E Adhikarla, Z Yan, Y Liu, J Yu, Z Liu, X Chen, ... Nature Medicine, 1-13, 2024 | 65 | 2024 |
| Context matters: A strategy to pre-train language model for science education Z Liu, X He, L Liu, T Liu, X Zhai International Conference on Artificial Intelligence in Education, 666-674, 2023 | 58 | 2023 |
Tianming LiuDistinguished Research Professor of Computer Science, University of GeorgiaVerificeret mail på cs.uga.edu