Sepsis is the leading cause of in-hospital mortality. Legacy predictive models integrated into EHRs generate too many false positives, leading to critical alert fatigue. Medicasci Sepsis Risk Prediction (SRP) utilizes advanced deep learning to provide highly specific, actionable alerts before standard vital signs indicate a crisis.
Medicasci Sepsis Risk Prediction is an AI-powered, highly accurate clinical decision support system designed to identify sepsis risk early and support timely clinical intervention.
Medicasci integrates seamlessly into your EHR to continuously analyze patient data to identify early indicators of sepsis risk. The system integrates directly into hospital workflows, enabling clinicians to act earlier and more effectively.
Medicasci Sepsis Risk Prediction provides team members with:
- Configurable AI models for predicting septic conditions over multiple time frames and clinical settings
- Early warning scores for deteriorating health conditions
- Integrates into any FHIR-compliant EHR
- Customizable visualization of patient health status trends
Deep Intelligence. Seamless Interoperability.
The Clinical-Care Knowledge Graph (CCKG)
The greatest barrier to healthcare AI is messy data. Different hospitals use different codes, terminologies, and workflows. Medicasci solves this with our innovative Clinical-Care Knowledge Graph (CCKG). The CCKG acts as an intelligent translation layer, mapping your hospital’s unique data into a standardized, temporal model. It understands the complex relationships between lab results, vitals, and medications over time, enabling our neural networks to “see” the complete patient picture.
Interoperability out of the Box
Medicasci SRP does not require a massive IT overhaul.
- HL7 FHIR Native: We securely read and write data using FHIR standards.
- EHR Agnostic: Tested for compatibility with major platforms, including Epic and Oracle Health.
- Secure: Built on enterprise-grade cloud infrastructure with stringent HIPAA compliance.
Better Outcomes for Patients. Better Economics for Hospitals.
In rigorous retrospective studies (published in ACM Health), Medicasci SRP demonstrated unparalleled accuracy in early sepsis prediction (93.7% AUC; 88.7% Accuracy).
The ROI for Healthcare Administrators:
Hospitals operate on tight margins. Implementing a highly accurate sepsis model delivers measurable Health Economics and Outcomes Research (HEOR) benefits:
- Reduced ICU Utilization: Early detection allows for intervention on the medical-surgical floor, preventing costly escalations to the ICU.
- Decreased Length of Stay (LOS): Faster time-to-antibiotics correlates directly with faster patient recovery and discharge.
- Optimized Resource Allocation: By dramatically reducing false positives compared to incumbent EHR models, your Rapid Response Teams (RRT) are deployed only when truly needed, reducing wasted labor and lab costs.
Medicasci was funded in part by National Institute of General Medical Sciences grant 1R44GM143996.
Medicasci SRP is an investigational device supported by funding from the NIH NIGMS. It is not yet cleared by the FDA for commercial use.