The Kushal Dey Lab builds statistical and machine learning models that integrate genetic and genomic data to prioritize variants, genes, and cell types, and to decode the causal functional ...

This courses introduces causal inference methods, primarily using probabilistic graphical models, to identify and estimate counterfactual quantities as functions of observational data. We will discuss ...

However, functional genomics is yet to fulfill its promise as a tool for discovering causal relationships between ... genes in cancer development, but the models are a poor mimic of what happens ...