Pipeline Dashboard

ICU Cohort Overview & Sepsis Screening Results

✓ Connected DuckDB Warehouse
✓ Available Screening Results
✓ Available ML Analysis
✓ Available ML Predictions
72
Total Patients
230
Total Encounters
230
Screened Rows
123
Sepsis Flagged
ML Analysis Summary
Sepsis Detection
  • Flagged Count: 123
  • Flagged Rate: 53.48%
Model Performance
  • High Risk Precision: 91.57%
  • Low Risk Flag Rate: 0.0%
Risk Categories
  • High: 123
  • Low-Moderate: 83
  • Low: 17
  • Moderate: 7
🔬 sklearn Model Comparison
Full Analysis →
Logistic Regression AUC 0.9580
F1: 0.882 Prec: 0.885 Rec: 0.878 Acc: 0.874
Random Forest AUC 0.9985
F1: 0.984 Prec: 0.992 Rec: 0.976 Acc: 0.983
Risk Distribution
Composite Risk Score
Sepsis by Risk Category
Feature Importance
Top Risk Encounters
View Full Analysis
Rank Encounter ID Risk Category Composite Risk Sepsis Flag
1 synth-encounter-000061 High 2.520 Yes
2 synth-encounter-000121 High 2.505 Yes
3 synth-encounter-000213 High 2.383 Yes
4 synth-encounter-000069 High 2.337 Yes
5 synth-encounter-000144 High 2.325 Yes
6 synth-encounter-000116 High 2.302 Yes
7 synth-encounter-000072 High 2.300 Yes
8 synth-encounter-000124 High 2.268 Yes
9 synth-encounter-000098 High 2.265 Yes
10 synth-encounter-000230 High 2.247 Yes