research
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Research on Federated Learning for Healthcare
By Elena Petrova
Our research team has published results on federated learning approaches for healthcare, enabling machine learning model training across distributed hospital datasets without sharing patient data.
The approach achieves 95% of centralized training accuracy while maintaining strict patient privacy.