Federated learning with swarm intelligence for efficient and secure medical image analysis

M. A. SayedElahl, R. M. Farouk, Abd Elmounem Ali, Elham Ahmed

Open source

DOI: 10.1038/s41598-026-50882-8
Published: 2026-05-11
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-50882-8,
  title = {Federated learning with swarm intelligence for efficient and secure medical image analysis},
  author = {M. A. SayedElahl and R. M. Farouk and Abd Elmounem Ali and Elham Ahmed},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-50882-8},
  url = {https://doi.org/10.1038/s41598-026-50882-8}
}

RIS

TY  - JOUR
TI  - Federated learning with swarm intelligence for efficient and secure medical image analysis
AU  - M. A. SayedElahl
AU  - R. M. Farouk
AU  - Abd Elmounem Ali
AU  - Elham Ahmed
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-50882-8
UR  - https://doi.org/10.1038/s41598-026-50882-8
ER  -

APA

SayedElahl, M. A., Farouk, R. M., Ali, A. E., & Ahmed, E. (2026). Federated learning with swarm intelligence for efficient and secure medical image analysis. Scientific Reports. https://doi.org/10.1038/s41598-026-50882-8

Source records

crossref · retrieved 2026-09-25T20:31:11.619Z