Author

Fujio Toriumi

The University of TokyoORCID 0000-0003-3866-4956Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Bowen LiuiD· 1 shared Kang XuiD· 1 shared Kenta NakaiiD· 1 shared Shu LiuiD· 1 shared Weihang ZhangiD· 1 shared Xin ZengiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Bowen LiuORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedMay 24, 2025

Gene2role: a role-based gene embedding method for comparative analysis of signed gene regulatory networks

Xin Zeng, Shu Liu, Bowen Liu…·Kenta Nakai

Gene2role embeds genes using multi-hop topological information from signed GRNs to identify topological changes across cell types and quantify module stability.

2 citations

statistical modelmachine learning (classical)

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