Ensemble dimensionality reduction and feature gene extraction for single-cell RNA-seq data

Ensemble dimensionality reduction and feature gene extraction for single-cell RNA-seq data

Dimensionality reduction is used to make the analysis of single-cell RNA sequencing data more efficient. Here the authors propose a method, EDGE, which simultaneously carries out dimensionality reduction and feature gene extraction.

Bibliographic Details
Main Authors: Xiaoxiao Sun, Yiwen Liu, Lingling An
Format: Article
Language:English
Published: Nature Publishing Group 2020-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-19465-7
Description
Summary:Dimensionality reduction is used to make the analysis of single-cell RNA sequencing data more efficient. Here the authors propose a method, EDGE, which simultaneously carries out dimensionality reduction and feature gene extraction.
ISSN:2041-1723

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