Smart Prescribing System
Intelligent antibiotic prescription management with WHO AWaRe classification and resistance-aware recommendations
WHO AWaRe Classification
Integrated antibiotic categorization system following World Health Organization guidelines for Access, Watch, and Reserve antibiotics.
- Automatic antibiotic categorization
- Access, Watch, Reserve classification
- Guideline-based recommendations
- Prescription quality monitoring
Watch & Reserve Alerts
Automatic highlighting of critical antibiotics to promote appropriate use and reduce resistance development.
- Automatic alert system for critical antibiotics
- Prescription approval workflows
- Justification requirements for restricted antibiotics
- Clinical decision support alerts
Resistance-Aware Recommendations
AI-powered prescription guidance that considers local resistance patterns and antimicrobial stewardship principles.
- Local resistance pattern analysis
- Evidence-based antibiotic selection
- Treatment optimization algorithms
- Stewardship program integration
Resistance Monitoring & Detection
Real-time surveillance and analysis of antimicrobial resistance patterns
AST Integration
Antibiotic Sensitivity Testing result analysis with automated interpretation and resistance pattern detection.
- Laboratory result integration
- Automated sensitivity interpretation
- Resistance pattern identification
- Susceptibility profile generation
Pattern Detection
Real-time resistance pattern identification using advanced analytics and machine learning algorithms.
- Real-time pattern identification
- Multi-drug resistance detection
- Pathogen-specific resistance tracking
- Anomaly detection algorithms
Trend Analysis
Local and regional resistance tracking with comprehensive data analysis and visualization.
- Historical trend analysis
- Regional resistance mapping
- Comparative analytics
- Predictive modeling
Early Warning System
Emerging resistance alerts and notification system for proactive intervention and prevention.
- Emerging resistance alerts
- Outbreak detection capabilities
- Automated notification system
- Response protocol activation
Surveillance Reporting & Analytics
Comprehensive reporting and analytics for AMR surveillance and research
Automated Reports
Generate comprehensive AMR surveillance reports for healthcare facilities, regions, and research purposes.
- Facility-level resistance reports
- Regional surveillance summaries
- Research data export capabilities
- Custom report generation
Data Visualization
Interactive dashboards and visualizations for understanding resistance patterns and trends.
- Interactive resistance dashboards
- Trend visualization tools
- Geographic resistance mapping
- Comparative analysis charts
