Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains

Takuto Koyama, Hiroaki Iwata, Ryosuke Kojima, Takao Otsuka, Aki Hasegawa, Seungeon Lee, Hiroshi Ueda, Toshiharu Morimoto, Ryoko Sasaki, Nao Torimoto, Sei Murakami, Manabu Tojo, Teruki Honma, Shigeyuki Matsumoto, Yasushi Okuno

Open source

DOI
10.1186/s13321-025-01147-5
Published
2026-01-10
Container
Journal of Cheminformatics
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s13321-025-01147-5,
  title = {Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains},
  author = {Takuto Koyama and Hiroaki Iwata and Ryosuke Kojima and Takao Otsuka and Aki Hasegawa and Seungeon Lee and Hiroshi Ueda and Toshiharu Morimoto and Ryoko Sasaki and Nao Torimoto and Sei Murakami and Manabu Tojo and Teruki Honma and Shigeyuki Matsumoto and Yasushi Okuno},
  year = {2026},
  journal = {Journal of Cheminformatics},
  doi = {10.1186/s13321-025-01147-5},
  url = {https://doi.org/10.1186/s13321-025-01147-5}
}

RIS

TY  - JOUR
TI  - Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains
AU  - Takuto Koyama
AU  - Hiroaki Iwata
AU  - Ryosuke Kojima
AU  - Takao Otsuka
AU  - Aki Hasegawa
AU  - Seungeon Lee
AU  - Hiroshi Ueda
AU  - Toshiharu Morimoto
AU  - Ryoko Sasaki
AU  - Nao Torimoto
AU  - Sei Murakami
AU  - Manabu Tojo
AU  - Teruki Honma
AU  - Shigeyuki Matsumoto
AU  - Yasushi Okuno
PY  - 2026
JO  - Journal of Cheminformatics
DO  - 10.1186/s13321-025-01147-5
UR  - https://doi.org/10.1186/s13321-025-01147-5
ER  - 

APA

Koyama, T., Iwata, H., Kojima, R., Otsuka, T., Hasegawa, A., Lee, S., Ueda, H., Morimoto, T., Sasaki, R., Torimoto, N., Murakami, S., Tojo, M., Honma, T., Matsumoto, S., & Okuno, Y. (2026). Empowering federated learning for robust compound-protein interaction prediction across heterogeneous cross-pharma domains. Journal of Cheminformatics. https://doi.org/10.1186/s13321-025-01147-5

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