Author

Yifang Xie

University of North Carolina at Chapel HillORCID 0000-0002-5501-4018Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Gang LiiD· 1 shared Jiandong LiuiD· 1 shared Li WangiD· 1 shared Qian LiiD· 1 shared Taylor M. Lagler· 1 shared Yingxi Yang· 1 shared Yuchen YangiD· 1 shared Yun LiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Gang LiORCID

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1 paper

Recent·Most cited

iSMNN: Batch Effect Correction for Single-cell RNA-seq data via Iterative Supervised Mutual Nearest Neighbor Refinement

Yuchen Yang, Gang Li, Yifang Xie, Li Wang, Taylor M. Lagler, Yingxi Yang, Jiandong Liu, Qian Li, Yun Li

iSMNN improves batch effect correction in scRNA-seq by iteratively refining mutual nearest neighbors, enhancing cell type mixing and differential gene identification across batches.

Briefings in Bioinformatics · Mar 15, 2021Peer-reviewedBioinformatics