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Monitoring Clinical Systems: The Alerts That Matter and the Ones That Wake You for Nothing

What to monitor across PACS, RIS, LIS, and HL7 interfaces — the metrics that predict clinical impact, how to build synthetic transactions, and how to design alert thresholds that survive on-call without causing fatigue.