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)