Bacterial virulence factors can be used as an alternative target to treat/prevent bacterial infections. By representing biological information with deep learning based tools, I am integrating data from tertiary level protein structure and genomic neighborhoods to predict known and potentially novel bacterial virulence factors.

Lisa is interested in utilizing machine learning methods to study the association between chromosome-specific aneuploidies and immune evasion in cancer.