Author

Kota Aoki

The Institute of Scientific and Industrial Research, The University of OsakaORCID 0000-0002-3670-3109Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Systems Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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 Kunihiko NishinoiD· 1 shared Mika HiroseiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperSystems Biology

Aiko Fukushima

Mutual co-authors in cluster

Author profile →

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

𝕏 PostBluesky