王 红
教师英文名称：Hazel
电子邮箱：
所在单位：生命科学与技术学院
办公地点：陕西省西安市长安区西安交通大学创新港校区泓生楼18号楼3093
职称：副教授
博士生导师：是
学科：生物医学工程
Scientific Research
Currently, I work in the field of medical image processing and analysis, including CT/PET/MRI/Endoscopy reconstruction, medical image diagnosis, and multimodal analysis. Specifically, I mainly investigate how to combine model-driven (domain knowledge-driven) method and data-driven deep learning techniques for effective and interpretable image processing. Recently, I focus on the following research topics:
- CT/PET/MRI/Endoscopy Reconstruction
- Deep Unfolding Image Restoration
- Bayesian Methods in Image Processing
- Foundation-model-driven Image Restoration
- Explainable Medical Analysis
- Machine Learning (Continual Learning, Federated learning, Multi-task Learning)
