Author

Yuki Nagase

Chuo 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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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

Alessandro MoroiD· 1 shared Hiroaki SuzukiiD· 1 shared Kazunori UmedaiD· 1 shared Keiichiro KoiwaiiD· 1 shared Sarthak PathakiD· 1 shared Yuki FujitaiD· 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 paperMicrobiology

Alessandro MoroORCID

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1 paper

Recent·Most cited

Optical flow reveals motility signatures for inferring pathogenic bacterial mixture compositions via temporal convolutional networks

Yuki Fujita, Yuki Nagase, Sarthak Pathak, Alessandro Moro, Hiroaki Suzuki, Keiichiro Koiwai, Kazunori Umeda

The paper uses temporal convolutional networks to classify bacterial mixture compositions from motion features in microscopy videos, achieving 93.3% accuracy without fluorescent labeling.

bioRxiv · Jun 29, 2026 · PreprintMicrobiology