Project Overview
Developed a comprehensive healthcare analytics platform that processes and analyzes medical data for predictive diagnostics and clinical decision support. The platform ensures HIPAA compliance while providing powerful insights for healthcare providers.
Key Features
- Predictive diagnostics
- Patient risk assessment
- Clinical decision support
- Real-time patient monitoring
- FHIR data integration
- Secure data exchange
- Automated reporting
Technical Implementation
- Python backend with FastAPI
- FHIR-compliant data model
- ML models for predictions
- AWS HIPAA-eligible services
- HL7 message processing
- Elasticsearch for search
- React frontend with D3.js
Security & Compliance
- HIPAA compliance
- End-to-end encryption
- Audit logging
- Role-based access control
- Data anonymization
- Secure API gateway
Impact
- 40% faster diagnosis time
- 30% reduction in readmissions
- 50% improvement in risk assessment
- 100% HIPAA compliance