Author

Yohei Shibata

Kanagawa Institute of Technology

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

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:mouse· 1 Assay:spatial transcriptomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Hidenori TabataiD· 1 shared Kaito Zama· 1 shared Kazunori NakajimaiD· 1 shared Koya Takahashi· 1 shared Noriko F. HiroiiD· 1 shared Sora Endo· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Hidenori TabataORCID

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1 paper

Recent·Most cited

The Role of Environmental Information and the Limitations of Predictability with Transformer-based Time-Series Models for complex Astrocyte Trajectories

Koya Takahashi, Kaito Zama, Yohei Shibata, Sora Endo, Hidenori Tabata, Kazunori Nakajima, Noriko F. Hiroi

This study uses a Transformer-based model to predict astrocyte migration during mouse brain development, finding that environmental information and multimodal modeling improve prediction accuracy.

bioRxiv · Oct 21, 2026 · PreprintBioinformatics