Clustering alignment to complement and advance single-cell clustering
I extend the clustering alignment framework to the single-cell analysis pipeline. Specifically, I develop new metrics for feature-level interpretation to identify cluster-informative genes, and provide measures of clustering consistency for comparing results from different clustering models. The alignment-enabled single-cell analysis pipeline streamlines robust clustering results evaluation, straightforward model comparison, and gene selection for downstream analyses.

This project is in progress. We’ll release an all-in-one analysis tool soon. Interested in a pre-beta trial? Please get in touch.
