
Hospital AI Deployment Examples
Case studies from leading European medical centers
University Hospital Essen (Germany)
Application: Radiology AI Suite (Aidoc)
- Deployed six AI algorithms that automatically detect urgent findings on CT scans
- System flags critical cases like pulmonary embolisms, brain aneurysms, and fractures
- Impact: Faster prioritization of critical cases and improved radiologist workflow
- Essen has become a reference center for AI in radiology in Germany
LMU University Hospital Munich (Germany)
Application: deepc "AI OS" platform
- Integration platform that connects multiple CE-marked imaging AI tools into workflow
- Provides radiologists with easy access to various detection algorithms
- Impact: Boosted efficiency and diagnostic quality through standardized AI access
- Demonstrates the value of platform approaches for multi-vendor AI integration
Multiple EU Centers
Application: Medtronic GI Genius (CE-marked)
- AI module for real-time polyp detection during colonoscopy procedures
- Impact: Increased adenoma detection rates in colorectal cancer screening
- Studies show significant improvement in detection rates with AI assistance
- Functions as a "second observer" to help identify lesions that might be missed
Smart Reporting Platform (Radiology Departments)
Application: AI-powered structured reporting
- Voice-controlled documentation system with AI integration for radiology reports
- Auto-fills measurements and AI-detected findings
- Impact: Up to 90% reduction in documentation time for doctors
- 30% faster information access for referring physicians