Federated Learning in Healthcare: From Research to Real-World Deployment.

Bakas S, Li X, Shah P, Roth HR

DOI: 10.1146/annurev-bioeng-080125-041414
Published: 2026 May
Container: Annual review of biomedical engineering
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1146/annurev-bioeng-080125-041414,
  title = {Federated Learning in Healthcare: From Research to Real-World Deployment.},
  author = {Bakas S and Li X and Shah P and Roth HR},
  year = {2026},
  journal = {Annual review of biomedical engineering},
  doi = {10.1146/annurev-bioeng-080125-041414},
  url = {https://doi.org/10.1146/annurev-bioeng-080125-041414}
}

RIS

TY  - JOUR
TI  - Federated Learning in Healthcare: From Research to Real-World Deployment.
AU  - Bakas S
AU  - Li X
AU  - Shah P
AU  - Roth HR
PY  - 2026
JO  - Annual review of biomedical engineering
DO  - 10.1146/annurev-bioeng-080125-041414
UR  - https://doi.org/10.1146/annurev-bioeng-080125-041414
ER  -

APA

S, B., X, L., P, S., & HR, R. (2026). Federated Learning in Healthcare: From Research to Real-World Deployment.. Annual review of biomedical engineering. https://doi.org/10.1146/annurev-bioeng-080125-041414

Source records

pubmed · retrieved 2026-09-26T05:35:51.630Z
europe-pmc · retrieved 2026-09-26T05:35:51.638Z