SepsisAlert Pro: Advancing Precision in Sepsis Detection
SepsisAlert Pro is a revolutionary AI-powered platform designed to redefine the standards of early and precise sepsis detection. Our cutting-edge platform is meticulously engineered to support healthcare professionals by providing comprehensive insights derived from an innovative integration of data, including vital signs, laboratory results, patient information, and, uniquely, oral and dental health indicators. This integration allows SepsisAlert Pro to deliver an all-encompassing diagnostic solution, empowering providers to make accurate and timely decisions to improve patient outcomes.
How It Works
Data Collection and Integration: SepsisAlert Pro securely collects data from multiple sources, including patient medical records, dental health indicators, lab results, and demographic information. The platform’s AI seamlessly integrates these data streams, offering a more nuanced view of patient health.
Advanced AI Analysis: The platform’s AI engine continuously evaluates the aggregated data, using advanced algorithms to detect patterns and anomalies indicative of early-stage sepsis. By factoring in both conventional and oral health indicators, SepsisAlert Pro enhances diagnostic accuracy, catching potential cases that may be missed by traditional models.
Risk Scoring and Alerts: When the AI identifies a patient at risk for sepsis, SepsisAlert Pro generates a real-time risk score, providing healthcare providers with immediate notifications. The scoring system is carefully designed to reflect the urgency of the situation, enabling timely, targeted interventions.
Reporting and Insights: SepsisAlert Pro offers detailed reports that translate complex data into actionable insights. The intuitive dashboard presents these insights clearly, helping healthcare professionals to monitor patient trends, adjust treatment plans, and collaborate effectively with other care providers.
Input
Vital Signs:
Heart rate
Pulse oximetry
Temperature
Blood pressure (systolic, mean arterial, and diastolic)
Respiration rate
End-tidal carbon dioxide levels
Laboratory Values:
Bicarbonate
Oxygen saturation
Liver enzymes (e.g., aspartate transaminase)
Renal function markers (e.g., blood urea nitrogen and creatinine)
Glucose levels
Various electrolytes (e.g., potassium and calcium)
Demographics:
Age
Gender
Administrative identifier for the ICU unit
Time elapsed between hospital admission and ICU admission
Length of stay in the ICU (ICULOS)
Output
Outcome Label (“SepsisLabel“):
Represents the presence or absence of sepsis.