Journal · 2025
A Survey of Federated Learning for Clinical Decision Support (DEMO)
Abstract
DEMO publication — replace with real content. This survey reviews federated learning methods applied to clinical decision support, categorising approaches by aggregation strategy, privacy mechanism and evaluation methodology, and identifying open challenges for multi-site deployment.
Keywords
federated learninghealthcareprivacy
Other publications from the same authors
2025
Publication details
- Venue
- DEMO Journal of Intelligent Health Systems
- Type
- Journal · 2025
- DOI
- 10.0000/demo.2025.014
- Citations
- 0 · via Crossref
- Associated project
- Privacy-Preserving Federated Health Analytics (DEMO)
- Research area
- Federated Learning
Cite this publication
Copy a ready-formatted citation in your preferred style.
APA
Bello, A., Kariuki, J., & Patel, R. (2025). A Survey of Federated Learning for Clinical Decision Support (DEMO). DEMO Journal of Intelligent Health Systems. https://doi.org/10.0000/demo.2025.014
Harvard
Bello, A., Kariuki, J. and Patel, R. (2025) 'A Survey of Federated Learning for Clinical Decision Support (DEMO)', DEMO Journal of Intelligent Health Systems. doi: 10.0000/demo.2025.014.
IEEE
A. Bello, J. Kariuki, and R. Patel, "A Survey of Federated Learning for Clinical Decision Support (DEMO)," DEMO Journal of Intelligent Health Systems, 2025. doi: 10.0000/demo.2025.014.
Vancouver
Bello A, Kariuki J, Patel R. A Survey of Federated Learning for Clinical Decision Support (DEMO). DEMO Journal of Intelligent Health Systems. 2025. doi: 10.0000/demo.2025.014.
MLA
Bello, Amina, et al.. "A Survey of Federated Learning for Clinical Decision Support (DEMO)." DEMO Journal of Intelligent Health Systems, 2025. https://doi.org/10.0000/demo.2025.014.
Chicago
Bello, A., Kariuki, J., Patel, R.. "A Survey of Federated Learning for Clinical Decision Support (DEMO)." DEMO Journal of Intelligent Health Systems (2025). https://doi.org/10.0000/demo.2025.014.
BibTeX
@article{bello2025survey, title={A Survey of Federated Learning for Clinical Decision Support}, author={Bello, Amina and Kariuki, James and Patel, Ravi}, journal={DEMO Journal of Intelligent Health Systems}, year={2025} }