Predict the risk of sepsis hours before clinical deterioration using vital signs, symptoms, and patient data โ powered by clinically-validated scoring algorithms.
This is a research and educational simulation. It is NOT a certified medical device. Do not use this tool for real clinical decision-making. Always consult a qualified healthcare professional. A negative result does not rule out infection or sepsis.
Select how you want to provide patient data. Each mode adapts the AI confidence and available features.
Enter demographics so your WHOOP baselines are age/gender-appropriate.
Connect your WHOOP band to stream HR, HRV, RR, SpO2, Skin Temp, Recovery, and Strain. The AI uses all 7 metrics โ including HRV + Recovery โ to detect early sepsis signals.
WHOOP can't measure BP, lactate, or WBC. Add them to boost AI confidence.
Simulates real-time data from bedside monitors and EHR systems (Philips IntelliVue, GE CARESCAPE). In production, this would connect via HL7/FHIR protocols.
Values auto-populated from the monitor. Edit any field to explore scenarios.
Measure these vitals at home with basic equipment. The AI works with partial data and tells you exactly how confident it is.
You can measure these with just a clock and your fingers.
A fingertip pulse oximeter gives you SpO2 and a more accurate HR reading.
A home blood pressure monitor adds the third qSOFA criterion.
Review the sepsis risk score, contributing factors, and clinical recommendations.
All vital signs are within normal ranges. No contributing risk factors detected.
This assessment is generated by a simulated model for research purposes only. It does not constitute medical advice. A negative result does not rule out infection. Always consult a qualified healthcare professional for clinical decisions.
Learn about the pathophysiology, early warning signs, and the science behind this tool.
Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to infection. The immune system attacks the body's own tissues โ a cytokine storm.
Deterioration begins hours before visible symptoms. Detecting subtle HR and RR shifts before BP drops can reduce mortality by up to 8% per hour of early treatment.
Sepsis = infection + organ dysfunction (SOFA score increase โฅ 2). Septic shock requires vasopressors for MAP โฅ 65 mmHg and lactate > 2 mmol/L despite adequate fluids.
Bedside screening: RR โฅ 22, Altered Mental Status, SBP โค 100. Score โฅ 2 = high risk. No lab tests needed.
The most predictive lab marker. > 2 mmol/L = tissue hypoxia. > 4 mmol/L = septic shock criteria with >40% mortality.
WHOOP's HRV drops before HR rises in early sepsis. Recovery score captures autonomic dysfunction. Continuous monitoring beats hourly spot-checks.
HR รท SBP. Normal: 0.5โ0.7. > 0.9 = compensated shock. > 1.2 = severe hemodynamic compromise. More sensitive than either vital alone.
Clinician-in-the-Loop โ AI assists, never replaces. Designed to minimize false reassurance. Bias auditing across demographics is essential.
WHOOP: wearable auto-detect via WHOOP Developer API. Hospital: EHR integration via HL7/FHIR. DIY: manual qSOFA for resource-limited settings.
For clinical reference, consult the Surviving Sepsis Campaign guidelines.