Medcore Diagnostic Ai

The Challenge

Manual radiology review of 50,000+ daily chest X-rays causing 48-hour diagnostic delays and physician burnout in a network of 120 hospitals.

Our Solution

Deployed a custom computer vision model fine-tuned on 2.3M labeled images with multi-class pathology detection, integrated directly into existing PACS systems via HL7 FHIR API.

Results & Impact

• 99.2% diagnostic accuracy exceeding radiologist benchmark
• Reduced time-to-diagnosis from 48 hours to under 6 hours
• Processed 50,000+ images daily with sub-500ms inference
• FDA 510(k) clearance achieved within 18 months

Technologies Deployed