Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI

Khan Muhammad Adnan, Taher M. Ghazal, Muhammad Saleem, Muhammad Sajid Farooq, Chan Yeob Yeun, Munir Ahmad, Sang-Woong Lee

Open source

DOI
10.1038/s41598-025-19478-6
Published
2025-10-13
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-025-19478-6,
  title = {Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI},
  author = {Khan Muhammad Adnan and Taher M. Ghazal and Muhammad Saleem and Muhammad Sajid Farooq and Chan Yeob Yeun and Munir Ahmad and Sang-Woong Lee},
  year = {2025},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-025-19478-6},
  url = {https://doi.org/10.1038/s41598-025-19478-6}
}

RIS

TY  - JOUR
TI  - Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI
AU  - Khan Muhammad Adnan
AU  - Taher M. Ghazal
AU  - Muhammad Saleem
AU  - Muhammad Sajid Farooq
AU  - Chan Yeob Yeun
AU  - Munir Ahmad
AU  - Sang-Woong Lee
PY  - 2025
JO  - Scientific Reports
DO  - 10.1038/s41598-025-19478-6
UR  - https://doi.org/10.1038/s41598-025-19478-6
ER  - 

APA

Adnan, K. M., Ghazal, T. M., Saleem, M., Farooq, M. S., Yeun, C. Y., Ahmad, M., & Lee, S. (2025). Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI. Scientific Reports. https://doi.org/10.1038/s41598-025-19478-6

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