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 am a researcher in artificial intelligence specializing in computer vision. I focus on applying cutting-edge AI models to practical problems, with an emphasis on cross-disciplinary applications and...
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...
