Federated Learning in Healthcare Ethics: A Systematic Review of Privacy-Preserving and Equitable Medical AI

Bilal Ahmad Mir, Syed Raza Abbas, Seung Won Lee

Open source

DOI
10.3390/healthcare14030306
Published
2026-01-26
Container
Healthcare
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.3390/healthcare14030306,
  title = {Federated Learning in Healthcare Ethics: A Systematic Review of Privacy-Preserving and Equitable Medical AI},
  author = {Bilal Ahmad Mir and Syed Raza Abbas and Seung Won Lee},
  year = {2026},
  journal = {Healthcare},
  doi = {10.3390/healthcare14030306},
  url = {https://doi.org/10.3390/healthcare14030306}
}

RIS

TY  - JOUR
TI  - Federated Learning in Healthcare Ethics: A Systematic Review of Privacy-Preserving and Equitable Medical AI
AU  - Bilal Ahmad Mir
AU  - Syed Raza Abbas
AU  - Seung Won Lee
PY  - 2026
JO  - Healthcare
DO  - 10.3390/healthcare14030306
UR  - https://doi.org/10.3390/healthcare14030306
ER  - 

APA

Mir, B. A., Abbas, S. R., & Lee, S. W. (2026). Federated Learning in Healthcare Ethics: A Systematic Review of Privacy-Preserving and Equitable Medical AI. Healthcare. https://doi.org/10.3390/healthcare14030306

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