Biological Data Insight & Modeling

Mark Kotanchek

In this presentation, we introduce ParetoGP, a tool that simplifies multiomics data analysis using evolutionary search to find simple algebraic models with few inputs. We demonstrate its capabilities using real-world data sets in cancer therapeutics and bone regeneration, uncovering key variables, associations and generating explainable models.