Author

Ruochen Jiang

University of California, Los AngelesORCID 0000-0003-1582-6940Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Organism:human· 1 Research Focus:imputation· 1 Assay:metagenomics· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Jingyi Jessica LiiD· 2 shared Dongyuan SongiD· 1 shared Tianyi SuniD· 1 shared Wei Vivian LiiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersBioinformatics

Jingyi Jessica LiORCID

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2 papers

Recent·Most cited

BioinformaticsGenome biologyPeer-reviewedJan 21, 2022

Statistics or biology: the zero-inflation controversy about scRNA-seq data

Ruochen Jiang, Tianyi Sun, Dongyuan Song, Jingyi Jessica Li

The paper discusses the controversy around zero-inflation in scRNA-seq data, evaluates impacts of non-biological zeros, and benchmarks different data types.

614 citationstop 1%

scRNA-seqstatistical model

𝕏 PostBluesky

GenomicsGenome biologyPeer-reviewedJun 28, 2021

mbImpute: an accurate and robust imputation method for microbiome data

Ruochen Jiang, Wei Vivian Li, Jingyi Jessica Li

mbImpute improves microbiome data analysis by accurately imputing non-biological zeros, enhancing the detection of disease-related taxa in type 2 diabetes and colorectal cancer data.

61 citationstop 4%

humanmetagenomics

𝕏 PostBluesky