Author

Nianping Liu

University of Science and Technology of ChinaORCID 0000-0002-9044-6457Unclaimed ORCID profile · follow to get notified of new preprints

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Nianping Liu3 papers · Lucile Packard Children's Hospital

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Assay:scRNA-seq· 2 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Research Focus:imputation· 1 Approach:matrix factorization· 1

Frequent Co-Authors

Kun QuiD· 2 shared Pengfei CaiiD· 2 shared Biao ZhangiD· 1 shared Bin LiiD· 1 shared Bin SuiD· 1 shared Bin ZouiD· 1 shared Bing SuiD· 1 shared Chen W. JiangiD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

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10 top collaborators · 38 mutual co-author links

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2 shared papersBioinformatics

Kun QuORCID

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2 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedFeb 24, 2021

WEDGE: imputation of gene expression values from single-cell RNA-seq datasets using biased matrix decomposition

Yinlei Hu, Bin Li, Wen Zhang…·Kun Qu

WEDGE imputes gene expression values in single-cell RNA-seq datasets using biased matrix decomposition, improving clustering and correlation recovery in sparse data.

24 citations

scRNA-seqmatrix factorization

𝕏 PostBluesky

GenomicsbioRxivPreprintOct 29, 2020

Large-scale single-cell analysis reveals critical immune characteristics of COVID-19 patients

Xianwen Ren, Wen Wen, Xiaoying Fan…·Zemin Zhang

This study uses single-cell RNA sequencing to analyze immune responses in COVID-19 patients, identifying key immune cell changes and molecular pathways linked to disease severity.

4 citations

𝕏 PostBluesky