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Jul 2026

SeAFed: Severity-Aware Client Ranking for Federated Learning in Healthcare

This work proposes SeAFed, a client ranking-based Federated Learning system designed for pathological non-IID environment, and finds that SeAFed achieves comparable accuracy while blackucing the resource consumption.

Nyasa, Anshita Gupta, Sudip Misra · 0 citations

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