The research work conducted in our lab focuses on developing novel medical imaging and image analysis techniques for solving the challenges seen in clinical practice and improving personalized patient care. The work focuses on four topics:
- Deep learning for clinical decision-making
- Medical imaging and image restoration for clinical applications
- Task-based medical imaging and image restoration assessment and optimization
- Improvement of radiation treatment on cancer patients
We have collaborations with Professor Professor Su Ruan, Professor Mark Anastasio, Professor Xiaowei Wang, Professor Fan Lam, Professor Pengfei Song, and other researchers in the Department of Radiation Oncology at Washington University School of Medicine in St. Louis.