I lead the image-based profiling team. We develop machine learning and statistical methods to create fingerprints of genes, chemicals, and diseases from microscopy images of cells.
My interests span computational biology, toxicology, and pharmacology. I focus on using Cell Painting and multi-omics integration to predict toxicity endpoints and elucidate the molecular mechanisms...
I focus on developing advanced deep-learning methods to create robust cell representations from cell painting assays. My research aims to understand how various genetic variants alter cellular states...
My interest is in identifying drug discovery targets by combining various omics technologies, including imaging, with AI. During this period, I will be in charge of analysis for the VISTA Consortium...
