IoT Connected Healthcare Applications

A continuous ambulatory monitoring ecosystem is architected to track critical vital signs of convalescing or chronically ill patients outside traditional clinical settings. The biometric garment integrates textile electrodes for electrocardiography, a reflective pulse oximetry sensor, and a thermistor for core temperature estimation. These physiological streams aggregate at a wearable hub that performs edge-level filtering and anomaly flagging before relaying compressed data payloads to a remote physician portal over cellular or Wi-Fi backhaul. Machine learning classifiers running server-side detect incipient arrhythmias, hypoxemic episodes, and febrile trends, pushing prioritized notifications to caregivers' mobile devices. The platform bridges the gap between episodic clinical visits and continuous health oversight.