866-Coralysis: Multi-Level Integration

Paper Talk · Apr 28, 2026 · 22m

Coralysis is an innovative R package designed to improve the integration, annotation, and analysis of single-cell datasets, specifically addressing common failures in handling imbalanced or missing cell types. By utilizing a multi-level divisive algorithm and self-supervised learning, the tool effectively removes technical batch effects while preserving subtle biological variations that other methods often overlook. Beyond simple data merging, the package features reference-mapping capabilities that accurately transfer labels to new data and cell-state identification through specific…