Staff Profile

Teaching Areas & Research Interests

• Multi-modal large language model on healthcare
• Medical Image Analysis
• Reinforcement Learning

Selected Publications

Book Chapters

• Zhang, T., Lin, M., Guo, H., Zhang, X., Chiu, K. F. P., Feragen, A., & Dou, Q. (2024, October). Incorporating Clinical Guidelines Through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring. In International Conference on Medical Image Computing and Computer-Assisted Intervention (pp. 360-370). Cham: Springer Nature Switzerland.
• Zhang, T., Shu, H., Tang, Z., Lam, K., Chow, C., Chen, X., ... & Zheng, Y. (2023, June). Ultrasound Median Nerve Image Instance Segmentation via Nesting Attention and Boundary-guided Segmentation Mechanism. In Proceedings of the 2023 13th International Conference on Biomedical Engineering and Technology (pp. 37-43).

Journal Articles

• Zhang, T. T., Shu, H., Tang, Z. R., Lam, K. Y., Chow, C. Y., Chen, X. J., ... & Zheng, Y. Y. (2023). Weakly supervised real-time instance segmentation for ultrasound images of median nerves. Computers in Biology and Medicine, 162, 107057.
• Zhang, T. T., Shu, H., Lam, K. Y., Chow, C. Y., & Li, A. (2023). Feature decomposition and enhancement for unsupervised medical ultrasound image denoising and instance segmentation. Applied Intelligence, 53(8), 9548-9561.

Further Information

Link to Google Scholar page

Modified Date: 03 Jul, 2025
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