Author

Souichi Ugawa

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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Microbiology· 1

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Kyosuke TakabeiD· 1 shared Nobuo KoizumiiD· 1 shared Shuichi NakamuraiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperMicrobiology

Kyosuke TakabeORCID

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1 paper

Recent·Most cited

Simultaneous quantification of dynamic bacterial deformation and motility by machine learning

Kyosuke Takabe, Souichi Ugawa, Nobuo Koizumi, Shuichi Nakamura

This paper develops a machine learning method to quantify bacterial deformation and motility using convolutional neural networks, applicable to diverse transformable cells.

bioRxiv · Jul 8, 2026 · PreprintMicrobiology