Lab Data Visualization
Real-time clinical dashboard for point-of-care lab management
Overview
A real-time clinical dashboard designed for point-of-care testing (POCT) lab management at Aptitude Medical Systems. The system provides multi-device monitoring, test lifecycle tracking, and EHR integration — giving lab operators full visibility into their diagnostic fleet.
System Design
The dashboard presents a unified view of all connected readers and their current states — idle, running, or complete — alongside real-time test result curves and device health metrics.
Technical Stack
- Frontend: React with touch-first UI, optimized for lab tablet environments
- Backend: Python / FastAPI microservices
- Database: MongoDB for persistent storage + Redis for real-time data buffering
- Integration: EHR system connectivity for seamless clinical workflow
Key Features
- Live multi-device status monitoring across 100+ readers
- Real-time test curve rendering with anomaly detection
- Operator workflow management with role-based access
- Historical data exploration and export for compliance reporting