I am an active member in Visualization, Imaging, and Data Analysis (VIDA) Center, supervised by Prof. Guido Gerig. My research heavily focuses on machine learning and computer vision applied on medical imaging data.
Motivated by the the significant gap between medical data collection and analysis due to limited data quality and consistency, I am interested in optimizing the utility of large-scale medical databases via effective data assessment, harmonization and curation.
Research Interests
- Multi-site medical image harmonization and translation with morphological constraints;
- Multimodal (T1w, T2w) feature learning;
- 3D segmentation of lesion, anatomical tissues from human brains;
- Q-space reconstruction and curation for diffusion weighted images (DWI).
Research Centers, Labs, and Groups
Visualization Imaging and Data Analysis Center (VIDA)
We work in the areas of Visualization, Imaging and Data Analysis.