Author

Takuya Ito

The University of TokyoORCID 0000-0001-8256-5010Unclaimed ORCID profile · follow to get notified of new preprints

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Takuya Ito2 papers · Osaka Ohtani University

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Hiroyuki KusuharaiD· 1 shared Setsuo Kinoshita· 1 shared Shotaro MaederaiD· 1 shared Tadahaya MizunoiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Hiroyuki KusuharaORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 3, 2018

Orthogonal linear separation analysis: an approach to decompose the complex effect of a perturbagen

Tadahaya Mizuno, Setsuo Kinoshita, Shotaro Maedera…·Hiroyuki Kusuhara

This paper introduces OLSA, a method to decompose drug effects into basic components using transcriptome data, showing its ability to distinguish drug effects and predict novel drug activities.

DOI 10.1101/384446

humanbulk RNA-seq

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