Development of machine-learning models to diagnose influenza among international travellers based on symptoms and epidemiological information

Yusuke Asai, Kei Yamamoto, Hidetoshi Nomoto, Hidenori Nakagawa, Toshinori Sahara, Masaya Yamato, Naoya Sakamoto, Ryota Hase, Koh Shinohara, Yukihiro Yoshimura, Atsushi Nagasaka, Takahiro Ichikawa, Natsuko Imakita, Hiroshi Miyawaki, Kyoko Yokota, Yoshihiro Yamamoto, Naoya Itoh, Nobumasa Okumura, Yusuke Yoshimi, Norio Ohmagari

Open source

DOI: 10.1016/j.tmaid.2026.102966
Published: 2026-05
Container: Travel Medicine and Infectious Disease
Publisher: Elsevier BV
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1016/j.tmaid.2026.102966,
  title = {Development of machine-learning models to diagnose influenza among international travellers based on symptoms and epidemiological information},
  author = {Yusuke Asai and Kei Yamamoto and Hidetoshi Nomoto and Hidenori Nakagawa and Toshinori Sahara and Masaya Yamato and Naoya Sakamoto and Ryota Hase and Koh Shinohara and Yukihiro Yoshimura and Atsushi Nagasaka and Takahiro Ichikawa and Natsuko Imakita and Hiroshi Miyawaki and Kyoko Yokota and Yoshihiro Yamamoto and Naoya Itoh and Nobumasa Okumura and Yusuke Yoshimi and Norio Ohmagari},
  year = {2026},
  journal = {Travel Medicine and Infectious Disease},
  doi = {10.1016/j.tmaid.2026.102966},
  url = {https://doi.org/10.1016/j.tmaid.2026.102966}
}

RIS

TY  - JOUR
TI  - Development of machine-learning models to diagnose influenza among international travellers based on symptoms and epidemiological information
AU  - Yusuke Asai
AU  - Kei Yamamoto
AU  - Hidetoshi Nomoto
AU  - Hidenori Nakagawa
AU  - Toshinori Sahara
AU  - Masaya Yamato
AU  - Naoya Sakamoto
AU  - Ryota Hase
AU  - Koh Shinohara
AU  - Yukihiro Yoshimura
AU  - Atsushi Nagasaka
AU  - Takahiro Ichikawa
AU  - Natsuko Imakita
AU  - Hiroshi Miyawaki
AU  - Kyoko Yokota
AU  - Yoshihiro Yamamoto
AU  - Naoya Itoh
AU  - Nobumasa Okumura
AU  - Yusuke Yoshimi
AU  - Norio Ohmagari
PY  - 2026
JO  - Travel Medicine and Infectious Disease
DO  - 10.1016/j.tmaid.2026.102966
UR  - https://doi.org/10.1016/j.tmaid.2026.102966
ER  -

APA

Asai, Y., Yamamoto, K., Nomoto, H., Nakagawa, H., Sahara, T., Yamato, M., Sakamoto, N., Hase, R., Shinohara, K., Yoshimura, Y., Nagasaka, A., Ichikawa, T., Imakita, N., Miyawaki, H., Yokota, K., Yamamoto, Y., Itoh, N., Okumura, N., Yoshimi, Y., & Ohmagari, N. (2026). Development of machine-learning models to diagnose influenza among international travellers based on symptoms and epidemiological information. Travel Medicine and Infectious Disease. https://doi.org/10.1016/j.tmaid.2026.102966

Source records

crossref · retrieved 2026-09-26T23:34:59.533Z