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Ahnaf Hasnain Nahiun

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#federated learning Review Open access Oct 2026

A systematic review of non-contact medical IoT systems for physiological biomarker monitoring.

A conceptual federated, edge-based learning framework is presented as a design proposal for future implementation rather than a validated system, and research directions to accelerate clinical translation are outlined to accelerate clinical translation.

Bithi Banik, Saptanil Ghose, Ahnaf Hasnain Nahiun et al. · 0 citations

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