AI models and algorithms for systems and network medicine

Description / Outline

We develop computational methods for systems and network medicine applications. Problems we are working on include inference of gene regulatory networks, mining of  pathomechanisms in protein-protein interaction networks, dimensionality reduction for high-dimensional molecular data, and detection of differentially abundant cell populations in single-cell data.