Ideker Lab

Meta-learning framework that transfers perturbation responses across cell lines, donors, and drugs from a few seed perturbations, using one-eighth the parameters of typical single-cell foundation models.

Visible neural network that simulates eukaryotic cell growth by embedding the Gene Ontology hierarchy into its architecture, enabling interpretable genotype-phenotype prediction.