# Benchmarking UMI-based single-cell RNA-seq preprocessing workflows

> Research article (Genome biology, 2021) · cited 74× · AI/ML

**Wikidata**: [openalex:W4200624484](https://www.wikidata.org/wiki/openalex:W4200624484)  
**Source**: https://4ort.xyz/entity/benchmarking-umi-based-single-cell-rna-seq-preprocessing-workflows