I'm developing deep learning tools on multi-omics data for precision medicine in oncology. I have a particular focus on spatial omics data with single-cell resolution 🧬
- novae: Graph-based foundation model for spatial transcriptomics data. Nature Methods
- sopa: Technology-invariant pipeline for spatial omics analysis that scales to millions of cells. Nature Communications
- scyan: Biology-driven deep generative model for cell-type annotation in cytometry. Briefings in Bioinformatics
- spatialdata (contributor): An open and interoperable data framework for spatial omics data.





