Alignment-aware single-cell clustering analysis

Alignment-aware single-cell clustering analysis

Extending clustering alignment ideas to the single-cell analysis pipeline to compare models, identify cluster-informative genes, and stabilize downstream interpretation.

  • Developing measures of clustering consistency for robust model comparison.
  • Designing feature-level interpretation metrics to surface informative genes.

Related publications

PREPRINT · bioRxiv

Systematic clustering alignment and feature characterization for single-cell omics using ACE-OF-Clust

Xiran Liu *, Ritam Singh , Sohini Ramachandran