# Dimensionality reduction by UMAP reinforces sample heterogeneity analysis in bulk transcriptomic data

> Research article (Cell Reports, 2021) · cited 182× · AI/ML

**Wikidata**: [openalex:W3183807820](https://www.wikidata.org/wiki/openalex:W3183807820)  
**Source**: https://4ort.xyz/entity/dimensionality-reduction-by-umap-reinforces-sample-heterogeneity-analysis-in-bulk-transcriptomic-data