Theis Lab

Single-cell foundation model learning technology-agnostic cell embeddings by contrasting cell views rather than reconstructing gene expression counts.

Generative image perturbation autoencoder predicting cellular morphological responses to chemical and genetic perturbations from control images.

Single-cell perturbation prediction model that forecasts transcriptional responses to drug combinations and doses never experimentally measured.