Bioinformatics and computational biology, machine learning, data integration, progression analysis, single-cell analysis, and flow cytometry
My main research interests are in bioinformatics and computational biology, focusing on statistical signal processing, machine learning, control systems and optimization. The following are some specific topics that I've been working on.
- Single-cell genomics
- Modeling and discovery of biological progression
- Multi-omics integration
- Deep learning of image-based analysis