Department of Biomedical Informatics
Stony Brook University
Stony Brook, NY 11794-8322
Office: Computer Science Building, 2313C
I explore geometric and topological properties of data. These global and robust information can provide insight for modern data analytics. My research draws from the following different domains.
Machine learning: graphical models, structured learning.
Topological data analysis: persistent homology, computation of topological features.
Biomedical image analysis: medical images, neuron images, functional MRI.