NINJA System Clinical Resources
Clinical Decision Support System

NINJA System

Nephrotoxic Injury Negated by Just-in-Time Action — reducing hospital-acquired Acute Kidney Injury through automated medication surveillance, predictive risk scoring, and real-time clinical alerting.

  • Nephrotoxic medication surveillance
    Automatically flags patients on ≥3 concurrent nephrotoxic agents or IV aminoglycosides beyond 3 consecutive days.
  • Real-time AKI risk scoring
    Deterministic rule-based flags run first; ML-enhanced scores are layered on top and displayed alongside the clinical rationale.
  • Automated clinical alerts
    Creatinine alerts fire when the latest value reaches ≥150% of admission baseline, routing instantly to the assigned nurse and physician.
  • Role-based clinical workflow
    Pharmacists, Nurses, Physicians, and Administrators each see a tailored workspace with access scoped to their clinical responsibilities.