HealthcareSafety & Critical Systems
VitalEdge: Sepsis Early-Warning System
Real-time sepsis early-warning via HL7/FHIR vitals ingestion, explainable LSTM risk scoring, and high-confidence clinician alerts with clear reasoning.
6-hour early detection
Key outcome
Technologies & Techniques
HL7/FHIRLSTM ModelExplainable AI
What We Built
Real-time sepsis early-warning via HL7/FHIR vitals ingestion, explainable LSTM risk scoring, and high-confidence clinician alerts with clear reasoning. The solution was designed from the ground up to integrate with existing workflows, requiring no disruptive change management. Every component was built with reliability, maintainability, and measurable performance in mind — delivering 6-hour early detection from day one in production.
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