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A generalization of t-SNE and UMAP to single-cell multimodal omics

Emerging single-cell technologies profile multiple types of molecules within individual cells. A fundamental step in the analysis of the produced high-dimensional data is their visualization using dimensionality reduction techniques such as t-SNE and UMAP. We introduce j-SNE and j-UMAP as their natu...

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Bibliografiske detaljer
Udgivet i:Genome Biol
Main Authors: Do, Van Hoan, Canzar, Stefan
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8091681/
https://ncbi.nlm.nih.gov/pubmed/33941244
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13059-021-02356-5
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