Author

Vikas Singh

Gwangju Institute of Science and TechnologyORCID 0009-0009-3104-6136Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Nikhil KirtipaliD· 2 shared Sunjae LeeiD· 2 shared Byeongsop Song· 1 shared Songwon Lim· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

4 top collaborators · 5 mutual co-author links

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2 shared papersBioinformatics

Nikhil KirtipalORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 18, 2024

Normalization of Single-cell RNA-seq Data UsingPartial Least Squares with Adaptive Fuzzy Weight

Vikas Singh, Nikhil Kirtipal, Songwon Lim, Sunjae Lee

This paper introduces a normalization method for scRNA-seq data using partial least squares with adaptive fuzzy weights, showing improved performance on real and simulated datasets.

1 citation

scRNA-seqstatistical model

𝕏 PostBluesky

BioinformaticsBriefings in BioinformaticsPeer-reviewedMar 27, 2024

Normalization of RNA-Seq Data using Adaptive Trimmed Mean with Multi-reference

Vikas Singh, Nikhil Kirtipal, Byeongsop Song, Sunjae Lee

This paper improves RNA-seq normalization by adapting the TMM method using Jaeckels Estimator, showing better performance in differential expression analysis.

17 citations

bulk RNA-seqstatistical model

𝕏 PostBluesky