Mortality and HyperImage: Visual analytics techniques for biomarker discovery in massive 3D-omics datasets
Over the past decade, several novel types of spatially resolved "omics imaging" data have become available. These type of data enable interrogation of biological systems in a highly multiplexed way providing a wealth of information about the internal state and environment of a cell. The high‐dimensionality, massive amount and nonlinear structure of such high‐dimensional data poses considerable challenges for analyzing and interpreting them. This project is focused on the development of novel visual analytics techniques to overcome these analysis challenges. Eventually, the visual analytics technologies developed in this project will open up the full biomarker discovery potential of “omics imaging” data.
- Antonios Somarakis