scBOA: Bayesian optimization of single-cell analysis pipelines for robust annotation and discovery

Researchers developed scBOA, a Bayesian optimization framework to improve parameter selection in single-cell RNA sequencing analysis, enhancing cell-type annotation accuracy. Tested on various datasets, scBOA showed strong performance when objectives matched biological structures and supports multi-sample integration and refinement.