Author

Kohei Uno

Nagoya UniversityORCID 0000-0001-5412-2220Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Organism:C. elegans· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:proteomics· 1

Frequent Co-Authors

Yusuke MatsuiiD· 2 shared Bingyuan ZhangiD· 1 shared Hayata Kodama· 1 shared Koichi HimoriiD· 1 shared Satoru MiyanoiD· 1 shared Yuichi AbeiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

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6 top collaborators · 9 mutual co-author links

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2 shared papersBioinformatics

Yusuke MatsuiORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 23, 2024

A Computational Approach to Interpreting the Embedding Space of Dimension Reduction

Bingyuan Zhang, Kohei Uno, Hayata Kodama…·Yusuke Matsui

This paper introduces a framework to interpret embedding spaces from dimension reduction by mapping biological functions to structural patterns in two datasets.

DOI 10.1101/2024.06.23.600292

C. elegansbulk RNA-seq

𝕏 PostBluesky

BioinformaticsBioinformaticsPeer-reviewedSep 8, 2021

RoDiCE: Robust differential protein co-expression analysis for cancer complexome

Yusuke Matsui, Yuichi Abe, Kohei Uno, Satoru Miyano

RoDiCE identifies cancer-specific protein complex aberrations by analyzing differential co-expression with a copula-based method, improving accuracy over linear correlation approaches in proteomic data.

3 citations

humanproteomics

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