Author

Kentaro Nishi

Hiroshima 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

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Research Focus:batch correction / integration· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Honda NaokiiD· 1 shared Masato TsutsumiiD· 1 shared Shunta Sakaguchi· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Honda NaokiORCID

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1 paper

Recent·Most cited

Disentanglement of batch effects and biological signals across conditions in the single-cell transcriptome

Shunta Sakaguchi, Masato Tsutsumi, Kentaro Nishi, Honda Naoki

This paper introduces Kanade, a variational autoencoder-based method that disentangles batch effects from biological signals in single-cell transcriptomics, improving comparative analysis across conditions.

bioRxiv · Apr 10, 2025 · PreprintBioinformatics