Identification of perception gaps between physicians and patients with neurological diseases and the prediction of these gaps using machine learning

Genko Oyama, Yuji Tomizawa, Taiji Tsunemi, Shuko Nojiri, Taku Hatano, Wataru Sako, Yasunobu Hoshino, Shin-ichi Ueno, Daiki Kamiyama, Yutaka Oji, Ayami Okuzumi, Daisuke Taniguchi, Haruna Haginiwa, Takuma Maeda, Yoshihiko Furusawa, Miwa Izutsu, Nobutaka Hattori

Open source

DOI
10.1038/s41598-025-33500-x
Published
2026-02-09
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-025-33500-x,
  title = {Identification of perception gaps between physicians and patients with neurological diseases and the prediction of these gaps using machine learning},
  author = {Genko Oyama and Yuji Tomizawa and Taiji Tsunemi and Shuko Nojiri and Taku Hatano and Wataru Sako and Yasunobu Hoshino and Shin-ichi Ueno and Daiki Kamiyama and Yutaka Oji and Ayami Okuzumi and Daisuke Taniguchi and Haruna Haginiwa and Takuma Maeda and Yoshihiko Furusawa and Miwa Izutsu and Nobutaka Hattori},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-33500-x},
  url = {https://doi.org/10.1038/s41598-025-33500-x}
}

RIS

TY  - JOUR
TI  - Identification of perception gaps between physicians and patients with neurological diseases and the prediction of these gaps using machine learning
AU  - Genko Oyama
AU  - Yuji Tomizawa
AU  - Taiji Tsunemi
AU  - Shuko Nojiri
AU  - Taku Hatano
AU  - Wataru Sako
AU  - Yasunobu Hoshino
AU  - Shin-ichi Ueno
AU  - Daiki Kamiyama
AU  - Yutaka Oji
AU  - Ayami Okuzumi
AU  - Daisuke Taniguchi
AU  - Haruna Haginiwa
AU  - Takuma Maeda
AU  - Yoshihiko Furusawa
AU  - Miwa Izutsu
AU  - Nobutaka Hattori
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-025-33500-x
UR  - https://doi.org/10.1038/s41598-025-33500-x
ER  - 

APA

Oyama, G., Tomizawa, Y., Tsunemi, T., Nojiri, S., Hatano, T., Sako, W., Hoshino, Y., Ueno, S., Kamiyama, D., Oji, Y., Okuzumi, A., Taniguchi, D., Haginiwa, H., Maeda, T., Furusawa, Y., Izutsu, M., & Hattori, N. (2026). Identification of perception gaps between physicians and patients with neurological diseases and the prediction of these gaps using machine learning. Scientific Reports. https://doi.org/10.1038/s41598-025-33500-x

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