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D. Sathyanarayanan

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#federated learning Open access Sep 2026

A privacy preserving federated meta ensemble stacking framework with explainability and differential privacy for chronic kidney disease prediction in resource constrained settings

Findings demonstrate that the proposed framework provides an accurate, privacy-aware, and interpretable solution for decentralized CKD prediction, and maintains robust performance under Gaussian noise.

Komal Kumar Napa, D. Sathyanarayanan, Raguraman Purushothaman et al. · 0 citations

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