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A Comparison for Dimensionality Reduction Methods of Single-Cell RNA-seq Data

Single-cell RNA sequencing (scRNA-seq) is a high-throughput sequencing technology performed at the level of an individual cell, which can have a potential to understand cellular heterogeneity. However, scRNA-seq data are high-dimensional, noisy, and sparse data. Dimension reduction is an important s...

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Detaylı Bibliyografya
Yayımlandı:Front Genet
Asıl Yazarlar: Xiang, Ruizhi, Wang, Wencan, Yang, Lei, Wang, Shiyuan, Xu, Chaohan, Chen, Xiaowen
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Frontiers Media S.A. 2021
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8021860/
https://ncbi.nlm.nih.gov/pubmed/33833778
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fgene.2021.646936
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