Author

Tomohiro Yamaguchi

The University Museum, The University of TokyoORCID 0000-0001-6548-856XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Chikara FurusawaiD· 1 shared Masato TsutsumiiD· 1 shared Nen SaitoiD· 1 shared Takenori SasakiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBiophysics

Chikara FurusawaORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintApr 21, 2026

Decoding Anadara shell morphology with deep learning

Masato Tsutsumi, Nen Saito, Tomohiro Yamaguchi…·Chikara Furusawa

This paper introduces Morpho-VAE, a deep learning framework for analyzing shell morphology, which outperforms traditional methods in species classification and reveals morphological patterns in Anadara shells.

DOI 10.64898/2026.04.17.719170

imagingdeep learning

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