Real-Time Complex Event Processing for Critical Care Deterioration Alarms

Core clinical engineering and protocols for Edge Analytics & Clinical CEP.

The Need for Millisecond Physiological Edge Ingestion

Transmitting raw continuous multiparameter physiological streams (such as 500 Hz 12-lead ECGs) directly to remote cloud servers introduces latency, bandwidth bottlenecks, and single-point-of-failure risks in acute care scenarios.

Local Complex Event Processing Engines

HealthIoMT embeds lightweight stream processing engines at the local clinical gateway. The engine computes rolling physiological composite indices—such as the Shock Index and modified early warning scores—locally, triggering immediate local alarms even during complete hospital WAN disconnection.

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