Author

Shigeyuki Oba

Kyoto 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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Neuroscience· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:experimental assay· 1 Organism:human· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Shin IshiiiD· 2 shared Hidetoshi UrakuboiD· 1 shared Hiroshi InoueiD· 1 shared Hiroyuki KubotaiD· 1 shared Katsumi KonishiiD· 1 shared Masanori Koyama· 1 shared Masashi FujiiiD· 1 shared Shinsuke UdaiD· 1 shared

Activity by Year

2019-2019 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersNeuroscience

Shin IshiiORCID

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2 papers

Recent·Most cited

UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images

Hidetoshi Urakubo, Torsten Bullmann, Yoshiyuki Kubota, Shigeyuki Oba, Shin Ishii

UNI-EM provides a user-friendly software environment for DNN-based segmentation of EM images, enabling non-experts to perform 2D and 3D segmentation without programming knowledge.

Scientific Reports · Dec 19, 2019Peer-reviewedNeuroscience

Logical design of oral glucose ingestion pattern minimizing blood glucose in humans

Masashi Fujii, Yohei Murakami, Yasuaki Karasawa, Yohei Sumitomo, Suguru Fujita, Masanori Koyama, Shinsuke Uda, Hiroyuki Kubota, Hiroshi Inoue, Katsumi Konishi, Shigeyuki Oba, Shin Ishii, Shinya Kuroda

The paper develops a mathematical model to predict an optimal glucose ingestion pattern that minimizes peak blood glucose levels in humans, validated through experimental testing.

npj Systems Biology and Applications · Sep 2, 2019Peer-reviewedSystems Biology