scIALM: A method for sparse scRNA-seq expression matrix imputation using the Inexact Augmented Lagrange Multiplier with low error

scIALM: A method for sparse scRNA-seq expression matrix imputation using the Inexact Augmented Lagrange Multiplier with low error

Single-cell RNA sequencing (scRNA-seq) is a high-throughput sequencing technology that quantifies gene expression profiles of specific cell populations at the single-cell level, providing a foundation for studying cellular heterogeneity and patient pathological characteristics. It is effective for d...

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Bibliographic Details
Main Authors: Xiaohong Liu, Han Wang, Jingyang Gao
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Computational and Structural Biotechnology Journal
Subjects:
scRNA-seq
Inexact Augmented Lagrange Multiplier
Sparse matrix imputation
Dropout imputation
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037023005068

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http://www.sciencedirect.com/science/article/pii/S2001037023005068

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