Predict Rising Risk Before It Escalates
AI-powered risk stratification and explainability
Filter by Condition:
Risk Segmentation Matrix
- CHF
- COPD
- Diabetes
High-Risk Patient Cohort
John Anderson
PT-10234CHFRisk Score: 87%Annual Cost: $14,200
Critical
Contributing Factors (SHAP Values)
Prior Admissions
35%
Comorbidities
28%
Medication Adherence
15%
Social Determinants
9%
Maria Garcia
PT-10891COPDRisk Score: 76%Annual Cost: $11,800
High
Contributing Factors (SHAP Values)
Disease Severity
32%
Age & Frailty
25%
ER Utilization
12%
Care Gaps
7%
Robert Chen
PT-11456DiabetesRisk Score: 68%Annual Cost: $9,500
High
Contributing Factors (SHAP Values)
HbA1c Levels
30%
Complications
22%
Self-Management
10%
Provider Engagement
6%
Run Simulation on High-Risk Cohort
Model interventions and predict outcomes for at-risk patients