⚠️
The Challenge
A 12-hospital network needed to reduce critical case diagnosis time. Radiologists were drowning in studies, and urgent cases could wait hours for review.
💡
The Solution
Built a HIPAA-compliant AI triage system that pre-screens CT and X-ray studies, flagging critical findings (intracranial bleeds, pneumothorax, large emboli) for immediate radiologist attention. Integrated directly into existing PACS workflow with one-click override.
✅
The Results
- ✓Critical case detection time reduced from 4 hours to 12 minutes
- ✓Radiologist workflow disruption: zero (seamless PACS integration)
- ✓Full FDA 510(k) clearance achieved in 9 months
- ✓Deployed across all 12 hospital sites without downtime
🛠️
Technology Stack
PyTorchDICOMFHIRAWS HealthLakeKubernetes
Need Results Like These?
Let's discuss how to deliver similar impact in your organization.
Schedule a Consultation →