Author

Hiroyuki Sato

Kyoto UniversityORCID 0000-0003-1399-8140Unclaimed ORCID profile · follow to get notified of new preprints

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Hiroyuki Sato1 paper · National Agriculture and Food Research Organization

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Bioinformatics· 1

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:scRNA-seq· 1

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Itoshi NikaidoiD· 1 shared Kenta SatoiD· 1 shared Koki TsuyuzakiiD· 1 shared

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2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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Itoshi NikaidoORCID

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1 paper

Recent·Most cited

BioinformaticsGenome biologyPeer-reviewedJan 19, 2020

Benchmarking principal component analysis for large-scale single-cell RNA-sequencing

Koki Tsuyuzaki, Hiroyuki Sato, Kenta Sato, Itoshi Nikaido

This study benchmarks PCA implementations for large-scale scRNA-seq, finding variations in speed, memory efficiency, and accuracy across algorithms and providing selection guidelines.

121 citationstop 3%

scRNA-seqbenchmark study

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