Federation Opacity and the Promise of Federated Learning in Healthcare.
Federated learning (FL) is a machine learning (ML) approach that allows multiple devices or institutions to collaboratively train an ML model without sharing their local data with a third-party. It has recently received significant attention as a promising way to overcome longstanding ethical obstac...
| Published in: | American Journal of Bioethics Vol. 26; no. 8; pp. 119 - 133 |
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| Main Authors: | , , , |
| Format: | glossary tables/charts Journal Article |
| Published: |
Taylor & Francis Ltd
Aug2026
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| Online Access: | View this record in EBSCOhost |