Fabian Theis

Fabian Theis has created the scverse ecosystem of single-cell analysis tools including scanpy and scVI that are used by the majority of cancer single-cell researchers worldwide. His deep learning approaches for single-cell data analysis enable automated cell type annotation and atlas-scale data integration essential for pan-cancer single-cell studies. His variational inference methods for single-cell multi-omics have set new standards for integrating diverse measurement modalities in cancer research.