Analytics Dashboard
Performance metrics and AI prediction accuracy
Prediction Accuracy
+2.1%
94.2%
Avg Response Time
-3 min
12 min
Bed Turnover Rate
+0.3
2.4/day
Staff Efficiency
+5%
87%
Patient Wait Time
-8 min
24 min
Resource Utilization
+4%
82%
Weekly Trends
Mon245
Tue268
Wed302
Thu285
Fri320
Sat198
Sun175
Admissions
Model Accuracy by Dept
Emergency94%
1245 predictions • Avg error: 3.2%
ICU96%
892 predictions • Avg error: 2.1%
Surgery91%
678 predictions • Avg error: 4.5%
Cardiology93%
534 predictions • Avg error: 3.8%
Pediatrics95%
423 predictions • Avg error: 2.8%
Occupancy Trends
Mon
88%
Tue
90%
Wed
92%
Thu
91%
Fri
94%
Sat
89%
Sun
86%
Admissions vs Discharges
Mon
245/220
Tue
268/245
Wed
302/275
Thu
285/260
Fri
320/285
Sat
198/210
Sun
175/195
Admissions
Discharges