Identifying Genetic Signatures from Single-Cell RNA Sequencing Data by Matrix Imputation and Reduced Set Gene Clustering

Identifying Genetic Signatures from Single-Cell RNA Sequencing Data by Matrix Imputation and Reduced Set Gene Clustering

In this current era, the identification of both known and novel cell types, the representation of cells, predicting cell fates, classifying various tumor types, and studying heterogeneity in various cells are the key areas of interest in the analysis of single-cell RNA sequencing (scRNA-seq) data. D...

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Bibliographic Details
Main Authors: Soumita Seth, Saurav Mallik, Atikul Islam, Tapas Bhadra, Arup Roy, Pawan Kumar Singh, Aimin Li, Zhongming Zhao
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Mathematics
Subjects:
single-cell sequencing
gene signature
data imputation
feature selection
maximum relevance and minimum redundancy
shrinkage clustering
Online Access:https://www.mdpi.com/2227-7390/11/20/4315

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