ICU AI Monitor

AI monitor

Deterioration intelligence · Simulation environment

1/500
AR

Aarav Rao

Cardiovascular ICU · Bed 01

EHR-9001 · 41 years · Admitted 2025-02-28 00:00

Live Bedside
Heart rate
Elevated
118bpm
Oxygen saturation
Below range
87%
Blood pressure
Perfusing
124/77mmHg
Temperature
Normal
37.2°C
Live bedside stream

12-minute rolling simulation · values refresh with controls

AI risk assessment

XGBoost · Sensor fusion

High risk
98%
Deterioration risk
Elevated Shock Index (0.95)
Hypoxemia (87% SpO₂)
Rapid respiration (35/min)
Shock Index
0.95
Heart rate ÷ systolic BP
Mean arterial pressure
93 mmHg
Above perfusion threshold
Pulse pressure
47 mmHg
Systolic BP − diastolic BP
Algorithm performance

Evaluation on 5,000 synthetic patient records

Accuracy
Baseline92.2%
Fusion99.8%
Precision
Baseline94.4%
Fusion99.88%
Recall
Baseline96.42%
Fusion99.88%
ROC-AUC
Baseline96.78%
Fusion99.99%

Prototype results are derived from rule-labelled synthetic data and are not clinical validation.

Ingest patient records

Upload multi-patient Kaggle CSV or individual TXT charts