Personnel Information




Assistant professor


Field of Data Science


Graduating School 【 display / non-display

  • Hokkaido University, Faculty of Science

    University, 2006.03, Graduated

Graduate School 【 display / non-display

  • Hokkaido University

    Doctor's Course, 2014.03, Completed

  • Hokkaido University

    Master's Course, 2009.03, Completed

Campus Career 【 display / non-display

  • Shiga University Data Science and AI Innovation Research Promotion Center,Assistant professor, 2022.04 - Now

  • Shiga University Center for Education and Research of Data Science,Assistant professor, 2019.04 - 2022.03

Research Areas 【 display / non-display

  • Natural Science / Basic mathematics

  • Natural Science / Applied mathematics and statistics

  • Life Science / Hygiene and public health (laboratory)

  • Life Science / Hygiene and public health (non-laboratory)


Papers 【 display / non-display

  • Risk factors associated with hospitalization in patients with asymptomatic or mild COVID-19 in public accommodation facilities in Tokyo, Journal of Infection and Chemotherapy, 2022, Yohei Sakamoto, Kenichi Satoh, Takuma Tanaka, Takayuki Yamaguchi, Tomomi Miyamoto, Kenji Sawaki, Makiko Miyajima, Kazuhiko Nakaharai, Tokio Hoshina, Tetsuya Horino, Yasushi Nakazawa, Tatsuyoshi Ikenoue, and Masaki Yoshida

    Research paper (scientific journal), Multiple Authorship

  • Estimation of the percentages of undiagnosed patients of the novel coronavirus (SARS-CoV-2) infection in Hokkaido, Japan by using birth-death process with recursive full tracing, PLOS ONE, vol.15 (10) , 2020, Takuma Tanaka, Takayuki Yamaguchi, and Yohei Sakamoto

    Research paper (scientific journal), Multiple Authorship

  • Estimating the syphilis incidence and diagnosis rate in Japan: A mathematical modeling study, Sexually Transmitted Infections, 2020, Yuri Echigoya, Takayuki Yamaguchi, Akifumi Imamura, and Hiroshi Nishiura

    Research paper (scientific journal), Multiple Authorship

  • Simulation-based assessment of model selection criteria during the application of benchmark dose method to quantal response data, Theoretical Biology and Medical Modellin, vol.17 (1) (p.13 - ) , 2020, Keita Yoshii, Hiroshi Nishiura, Kaoru Inoue, Takayuki Yamaguchi, and Akihiko Hirose

    Research paper (scientific journal), Multiple Authorship

  • Threshold phenomena with respect to the initiation of depopulation in a simple model of foot-and-mouth disease, Mathematical Biosciences and Engineering, vol.16 (5) (p.5931 - 5946) , 2019, Kenji Itao, Fumiya Omata, Yoshitaka Nishikawa, Tetsuro Oda, Toshiharu Sasaki, Cherri Zhang, John Solomon Maninang, and Takayuki Yamaguchi

    Research paper (scientific journal), Multiple Authorship

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Research Grants & Projects 【 display / non-display

  • Early-Career Scientists,2019.04 - 2024.03

  • Grant-in-Aid for Transformative Research Areas (A),2021.09 - 2026.03

  • Joint research,2022.10 - 2024.03,Collaboration in Japan

  • Joint research,2019.09 - Now

  • Joint research,2019.04 - Now