šŸ„ Clinical Dashboard - DNA Reduction System

AI-powered insights to minimize missed appointments

87%
Attendance Rate
↑15%
This Month
42
DNAs Prevented

šŸ“Š Key Performance Metrics

87.3%
Overall Attendance Rate
34
High Risk Patients Today
156
Total Appointments Today
€2,340
Revenue Saved This Week

šŸ‘„ Today's High Risk Appointments

Sarah Johnson
2:30 PM - Physiotherapy • 78% attendance history
High Risk
Michael Chen
3:00 PM - Follow-up • 85% attendance history
Medium Risk
Emma Thompson
4:15 PM - Consultation • 45% attendance history
High Risk
James Wilson
10:00 AM - Specialist Review • 92% attendance history
Low Risk

AI Predictions for Next Week

šŸ”® Predicted 23 high-risk appointments requiring intervention

Intervention Effectiveness

⚔ Smart reminders: 67% DNA reduction • Double booking: 89% utilization

šŸ¤– AI Insights

āœ…
Afternoon slots performing well
87% attendance vs 72% morning average
āš ļø
Monday physiotherapy concern
52% attendance rate - consider offering alternatives
šŸ’”
WhatsApp reminders most effective
23% higher response rate than SMS
šŸŽÆ
Carer notifications working
Elderly patient attendance up 34%

⚔ Quick Actions

šŸ”§ System Status

SMS Gateway 🟢 Online
WhatsApp API 🟢 Online
AI Model 🟢 Learning
Database 🟢 Synced
Last Update 2 min ago