How Well Does AI Real-Time Threat Detection Work for Active Shooter Events?

This evidence review examines how AI visual weapon detection performs for active shooter prevention in hospitals, covering published accuracy benchmarks, false-positive rates from independent audits, and the gap between vendor claims and real-world deployment data. Readers learn what the current evidence supports and where critical limitations remain.

• medical imaging
• radiology AI
• pathology AI
• cardiology AI
• ambient documentation
• clinical decision support
• sepsis prediction
• NLP in clinical workflows
• AI scribes
• drug discovery
• oncology AI
• primary care AI
• emergency medicine AI
• ophthalmology AI
• dermatology AI