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H. K.

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Open access Aug 2026

Severity-aware hierarchical federated learning for privacy-preserving indoor emergency recognition in BLE-based medical IoT environments

The results validate the proposed architecture as a scalable, privacy-preserving solution for reliable emergency alert localization and prioritization across healthcare critical infrastructure.

C. R. Karthik, Shyam Venkatraman, H. K. · 0 citations
Open access Jul 2026

FedAD: adaptive federated disentanglement for domain generalization in unlabeled medical imaging

FedAD: Adaptive Federated Disentanglement is presented, a unique framework that uses two key ideas to handle problems in a synergistic way in terms of generalization to unseen target domains, and outperforms current approaches in terms of generalization to unseen target domains.

Swetha Kodhandaraman, H. K., Anandita Prabhakar et al. · 0 citations

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