Federated Learning for Early Cancer Detection: Opportunities, Challenges, and Future Directions

Nikolas Koutsoubis, Hanieh Ajami, Iryna Hartsock, Siddharth Sivaram, Yasin Yilmaz, John M. Templeton, Matthew B. Schabath, Ghluam Rasool, Asim Waqas

Open source

DOI
10.1158/1940-6207.capr-25-0480
Published
2026-10-30
Container
Cancer Prevention Research
Publisher
American Association for Cancer Research (AACR)
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1158/1940-6207.capr-25-0480,
  title = {Federated Learning for Early Cancer Detection: Opportunities, Challenges, and Future Directions},
  author = {Nikolas Koutsoubis and Hanieh Ajami and Iryna Hartsock and Siddharth Sivaram and Yasin Yilmaz and John M. Templeton and Matthew B. Schabath and Ghluam Rasool and Asim Waqas},
  year = {2026},
  journal = {Cancer Prevention Research},
  doi = {10.1158/1940-6207.capr-25-0480},
  url = {https://doi.org/10.1158/1940-6207.capr-25-0480}
}

RIS

TY  - JOUR
TI  - Federated Learning for Early Cancer Detection: Opportunities, Challenges, and Future Directions
AU  - Nikolas Koutsoubis
AU  - Hanieh Ajami
AU  - Iryna Hartsock
AU  - Siddharth Sivaram
AU  - Yasin Yilmaz
AU  - John M. Templeton
AU  - Matthew B. Schabath
AU  - Ghluam Rasool
AU  - Asim Waqas
PY  - 2026
JO  - Cancer Prevention Research
DO  - 10.1158/1940-6207.capr-25-0480
UR  - https://doi.org/10.1158/1940-6207.capr-25-0480
ER  - 

APA

Koutsoubis, N., Ajami, H., Hartsock, I., Sivaram, S., Yilmaz, Y., Templeton, J. M., Schabath, M. B., Rasool, G., & Waqas, A. (2026). Federated Learning for Early Cancer Detection: Opportunities, Challenges, and Future Directions. Cancer Prevention Research. https://doi.org/10.1158/1940-6207.capr-25-0480

Source records