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Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems

Fig 6

Training efficiency of the proposed pipeline.

(a) Adaptive learning rate schedule accelerates convergence while maintaining stability. (b) Stable epoch times confirm scalability of the distributed implementation.

Fig 6

doi: https://doi.org/10.1371/journal.pone.0343669.g006