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Saptanil Ghose

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#federated learning Review Open access Oct 2026

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

Non-contact medical Internet of Things systems measure physiological biomarkers such as heart rate (HR), respiration rate (RR), temperature, oxygen saturation (SpO₂), and blood pressure (BP) without physical contact with the patient. These systems combine sensing modalities including cameras, radar, Wi-Fi, acoustic...

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

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