Jieran Sun

@onesinglecell.bsky.social

I treat every #singleCell gently. | PhD in Comp Bio at Lausanne University Hospital. #OpenScience #SpatialTranscriptomics

Excited to share our preprint on selecting validation metrics for single-cell and spatial omics! Explore how to evaluate embeddings, graphs, clustering, and spatial domains with biological relevance in mind. Plus, discover poem, our R package with new spatially-aware metrics! doi.org/10.1101/2024...

On metrics for subpopulation detection in single-cell and spatial omics data

Benchmarks are crucial to understanding the strengths and weaknesses of the growing number of tools for single-cell and spatial omics analysis. A key task is to distinguish subpopulations within compl...

doi.org