Journal · 2025
A Survey of Federated Learning for Clinical Decision Support (DEMO)
Amina Bello, James Kariuki, Ravi Patel
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.
Citation
Bello, A., Kariuki, J., & Patel, R. (2025). A Survey of Federated Learning for Clinical Decision Support. DEMO Journal of Intelligent Health Systems.
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}
}Details
- Venue
- DEMO Journal of Intelligent Health Systems
- DOI
- 10.0000/demo.2025.014
- Keywords
- federated learning; healthcare; privacy
- Associated project
- Privacy-Preserving Federated Health Analytics (DEMO)
- Research area
- Federated Learning