Author

Yuna Takeuchi

The University of Osaka

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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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:E. coli· 1 Assay:imaging· 1

Frequent Co-Authors

Aiko Fukushima· 1 shared Akihiro Kishimoto· 1 shared Chikara FurusawaiD· 1 shared Eitaro Shin’ya· 1 shared Kazushi Uchida· 1 shared Kenji IwasakiiD· 1 shared Kota AokiiD· 1 shared Kunihiko NishinoiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSystems Biology

Aiko Fukushima

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1 paper

Recent·Most cited

Systems BiologyFrontiers in MicrobiologyPeer-reviewedMar 15, 2022

Identification of bacterial drug-resistant cells by the convolutional neural network in transmission electron microscope images

Mitsuko Hayashi, Kota Aoki, Akihiro Kishimoto…·Kunihiko Nishino

The paper uses a convolutional neural network to classify antibiotic-resistant E. coli cells in TEM images based on morphological features, achieving 94% accuracy.

17 citations

E. coliimaging

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