Author

Yoshitaka Katou

Kyoto University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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

Emerson G. EscolariD· 1 shared Michio YoshiwakiiD· 1 shared Mitinori SaitouiD· 1 shared Takuya YamamotoiD· 1 shared Tomonori NakamuraiD· 1 shared Yasuaki HiraokaiD· 1 shared Yoji KojimaiD· 1 shared Yukihiro YabutaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Emerson G. EscolarORCID

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1 paper

Recent·Most cited

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

Yusuke Imoto, Tomonori Nakamura, Emerson G. Escolar, Michio Yoshiwaki, Yoji Kojima, Yukihiro Yabuta, Yoshitaka Katou, Takuya Yamamoto, Yasuaki Hiraoka, 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.

Life Science Alliance · Aug 9, 2022Peer-reviewedBioinformatics