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Open access Oct 2026

An IoT-Enabled Multi-Sensor Smart IV Infusion Monitoring System with Edge–Cloud Integration

Conventional gravity-fed intravenous (IV) infusion relies largely on visual inspection, and abnormal events such as incorrect drip rate, depletion, and blood backflow may occur between nursing rounds. This study develops and evaluates an IoT-enabled multi-sensor bedside monitoring system with edge–cloud integration. A...

Ming-Cheng Kao, Kai-Huang Chen, Kuo Liao et al. · 0 citations

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