Areas of Interest
My research is focused on applications of machine learning to analysis of biomedical data of different modalities. In my first project, I was mainly interested in quantification and understanding of high-dimensional 3D microscope images of cells and their compartments via large-scale, intelligent data analysis methods including machine and deep learning, signal processing, high performance computing, etc. My second project involves designing and developing online statistical tools for interactive data analysis, clustering algorithms and scientific data visualization.
- B.A. and M.A., Novosibirsk State Technical University (Math, Computer Science)