Post-Operative Quality Dashboard
Last 90 days · Synthetic data
Quality Rating Forecast
Projected ratings based on current run rates
Domain Scores
Key Drivers
HAI rates declining, PSI-90 improving toward top quartile
Sepsis bundle compliance up 12% after protocol change
HCAHPS responsiveness at 64%, dragging overall score
Heart failure readmissions above national average at 21.4%
CMS Stars Score Forecast
Analytics Overview
Last 90 daysComplication Rate Over Time
Rates are stable, but occasional spikes every 6-8 weeks.
Failure-to-Rescue by Service Line
Complication rates are similar, but outcomes differ.
Comparative Benchmarks
Performance vs peers and historical baselines
Colorectal
Cardiac
Transplant
General Surgery
Complication Analysis & Phenotyping
AI-powered detection and labeling of surgical complications
Complication Management Funnel
Escalation Delay vs Length of Stay
Delays correlate with longer stays and worse outcomes.
AI-Detected Phenotypes
Click to filter patient cohort below
Patient Cohort
40 patients with phenotype labels
Right Hemicolectomy
POD 3 · 1.2h
LOS 4d
Wound erythema 2cm, WBC 11.8, positive culture S. aureus
Escalation within 1.2h of first signs (target <6h)
Infection resolved, discharged POD 4
LAR
POD 4 · 2.5h
LOS 5d
Cholecystectomy
POD 2 · 0.8h
LOS 3d
CABG x3
POD 5 · 3.1h
LOS 6d
Sigmoid Colectomy
POD 4 · 1.8h
LOS 4d
Appendectomy
POD 3 · 4.2h
LOS 7d
Hernia Repair
POD 2 · 2.0h
LOS 5d
AVR
POD 6 · 5.5h
LOS 8d
Whipple
POD 5 · 1.5h
LOS 4d
Total Colectomy
POD 4 · 3.8h
LOS 6d
Kidney Transplant
POD 3 · 2.2h
LOS 5d
Gastrectomy
POD 5 · 4.8h
LOS 7d
Appendectomy
POD 2 · 0.5h
LOS 3d
CABG x4
POD 7 · 5.8h
LOS 9d
LAR
POD 4 · 3.5h
LOS 6d
Liver Transplant
POD 6 · 7.2h
LOS 10d
Cholecystectomy
POD 3 · 2.8h
LOS 5d
MVR
POD 5 · 6.5h
LOS 9d
Hernia Repair
POD 2 · 1.0h
LOS 4d
Right Hemicolectomy
POD 4 · 4.5h
LOS 7d
CABG x2
POD 6 · 8.0h
LOS 11d
Pancreatectomy
POD 4 · 3.2h
LOS 6d
Sigmoid Colectomy
POD 5 · 5.2h
LOS 8d
Kidney Transplant
POD 3 · 2.4h
LOS 5d
AVR
POD 6 · 6.8h
LOS 10d
Total Colectomy
POD 5 · 9.5h
LOS 12d
Gastrectomy
POD 4 · 4.0h
LOS 7d
CABG x3
POD 7 · 7.8h
LOS 11d
Cholecystectomy
POD 2 · 1.4h
LOS 4d
Liver Transplant
POD 6 · 10.2h
LOS 13d
Total Colectomy
POD 5 · 8.5h
LOS 14d
Liver Transplant
POD 7 · 12.0h
LOS 18d
CABG x4
POD 6 · 9.2h
LOS 15d
Right Hemicolectomy
POD 4 · 14.5h
LOS 22d
Whipple
POD 5 · 7.8h
LOS 12d
MVR
POD 8 · 11.0h
LOS 16d
Sigmoid Colectomy
POD 4 · 16.2h
LOS 24d
Kidney Transplant
POD 6 · 6.5h
LOS 11d
LAR
POD 5 · 10.8h
LOS 17d
CABG x3
POD 7 · 13.5h
LOS 20d