# Diffusion on PCA-UMAP Manifold: The Impact of Data Structure Preservation to Denoise High-Dimensional Single-Cell RNA Sequencing Data

> Research article (Biology, 2024) · cited 17× · AI/ML

**Wikidata**: [openalex:W4400493474](https://www.wikidata.org/wiki/openalex:W4400493474)  
**Source**: https://4ort.xyz/entity/diffusion-on-pca-umap-manifold-the-impact-of-data-structure-preservation-to-denoise-high-dimensional-single-cell-rna-seq