Author

Shoichiro Yamaguchi

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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Developmental Biology· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Hiroshi ImaiiD· 1 shared Honda NaokiiD· 1 shared Ikue MoriiD· 1 shared Kazuaki MaruyamaiD· 1 shared Kyoko Imanaka‐YoshidaiD· 1 shared Masatoshi WatanabeiD· 1 shared Muneki IkedaiD· 1 shared Natsuki Minamide· 1 shared

Activity by Year

2018-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperDevelopmental Biology

Hiroshi ImaiORCID

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2 papers

Recent·Most cited

Lymphatic vessel development in human embryos

Shoichiro Yamaguchi, Natsuki Minamide, Hiroshi Imai, Tomoaki Ikeda, Masatoshi Watanabe, Kyoko Imanaka‐Yoshida, Kazuaki Maruyama

This study examines human lymphatic vessel development in embryos and fetuses, finding Prox1-expressing LECs originate from cardinal veins and showing organ-specific developmental patterns.

bioRxiv · Aug 12, 2023 · PreprintDevelopmental Biology

Identification of Animal Behavioral Strategies by Inverse Reinforcement Learning

Shoichiro Yamaguchi, Honda Naoki, Muneki Ikeda, Yuki Tsukada, Shunji Nakano, Ikue Mori, Shin Ishii

This paper develops an inverse reinforcement learning framework to identify animal behavioral strategies from time-series data, applied to C. elegans thermotaxis, revealing distinct strategies for fed and starved worms.

PLoS Computational Biology · May 2, 2018Peer-reviewedNeuroscience