Author

Emerson G. Escolar

RIKENORCID 0000-0003-4751-1521Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Research Focus:imputation· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Michio YoshiwakiiD· 1 shared Mitinori SaitouiD· 1 shared Takuya YamamotoiD· 1 shared Tomonori NakamuraiD· 1 shared Yasuaki HiraokaiD· 1 shared Yoji KojimaiD· 1 shared Yoshitaka Katou· 1 shared Yukihiro YabutaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Michio YoshiwakiORCID

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1 paper

Recent·Most cited

BioinformaticsLife Science AlliancePeer-reviewedAug 9, 2022

Resolution of the curse of dimensionality in single-cell RNA sequencing data analysis

Yusuke Imoto, Tomonori Nakamura, Emerson G. Escolar…·Mitinori Saitou

This paper introduces RECODE, a noise reduction method for scRNA-seq data that eliminates the curse of dimensionality, improves cell clustering, and recovers gene expression for all genes.

38 citations

scRNA-seqstatistical model

𝕏 PostBluesky