# Efficient Ring-Topology Decentralized Federated Learning with Deep Generative Models for Medical Data in eHealthcare Systems

> Research article (Electronics, 2022) · cited 38× · AI/ML

**Wikidata**: [openalex:W4280520205](https://www.wikidata.org/wiki/openalex:W4280520205)  
**Source**: https://4ort.xyz/entity/efficient-ring-topology-decentralized-federated-learning-with-deep-generative-models-for-medical-data-in-ehealthcare-sys