Author

Shuang Song

Tsinghua UniversityORCID 0000-0002-1903-090XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Research Focus:GWAS / association mapping· 1 Assay:scATAC-seq· 1

Frequent Co-Authors

Hongyu ZhaoiD· 1 shared Keyi LiiD· 1 shared Lin HouiD· 1 shared Rui JiangiD· 1 shared Shengquan CheniD· 1 shared Siting LiiD· 1 shared Wei JiangiD· 1 shared Xiangyu ZhangiD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 16 mutual co-author links

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1 shared paperGenetics

Hongyu ZhaoORCID

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2 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedNov 22, 2023

Cofea: correlation-based feature selection for single-cell chromatin accessibility data

Keyi Li, Xiaoyang Chen, Shuang Song…·Rui Jiang

Cofea selects biologically relevant features from single-cell chromatin accessibility data by focusing on correlations between accessible regions, improving downstream analysis.

3 citations

scATAC-seqstatistical model

𝕏 PostBluesky

GeneticsbioRxivPreprintJan 13, 2021

Correcting statistical bias in correlation-based kinship estimators

Wei Jiang, Xiangyu Zhang, Siting Li…·Hongyu Zhao

This paper identifies a bias in the scGRM method for kinship estimation and proposes an unbiased method, UKin, which reduces bias and improves association mapping power.

1 citation

whole-genome sequencingstatistical model

𝕏 PostBluesky