Author

Shunsuke Yoshimura

Doshisha 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· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Assay:metabolomics· 1 Assay:proteomics· 1

Frequent Co-Authors

Kensuke TaniokaiD· 2 shared Mariko TakagishiiD· 1 shared Tomoyuki HiroyasuiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 2 mutual co-author links

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2 shared papersBioinformatics

Kensuke TaniokaORCID

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2 papers

Recent·Most cited

Robust Cooperative Learning for Multiview Regression via Soft-IPOD

Shunsuke Yoshimura, Tomoyuki Hiroyasu, Kensuke Tanioka

This study introduces a robust cooperative learning method for multiview regression that reduces outlier influence while preserving view information sharing, showing improved predictive performance in labor onset prediction.

bioRxiv · Sep 30, 2026 · PreprintBioinformatics

Cooperative Learning with Penalized Linear Mixed-Effects Models for High-Dimensional Clustered Multiview Data

Shunsuke Yoshimura, Mariko Takagishi, Kensuke Tanioka

The paper introduces CL-pLMM, a method for integrating clustered multiview biomedical data, and shows it improves prediction in longitudinal proteomic and metabolomic studies.

bioRxiv · Sep 5, 2026 · PreprintBioinformatics