Sepsis occurs unpredictably and can progress rapidly. Each year, according to the Centers for Disease Control and Prevention (CDC), at least 1.7 million adults in the U.S. develop sepsis, and nearly 270,000 die as a result.
Sriya AI created a proprietary Hospital Sepsis Rate Algorithm (HOSRA) which has ~99% accuracy and ~99% precision.
MEASURE | STD-ML | SRIYA-AI | SRIYA-AI+RL | INCREASE |
---|---|---|---|---|
Accuracy | 76.26% | 99.06% | NA | 30% |
Precision | 76.38% | 99.35% | NA | 30% |
Area Under Curve (AUC) | 0.76 | 0.97 | NA | 28% |
MEASURE | STD-ML | SRIYA-AI | SRIYA-AI+RL | INCREASE |
---|---|---|---|---|
Accuracy |
74.66% | 100% | NA | 34% |
Precision | 69.91% | 100% | NA | 43% |
Area Under Curve (AUC) | 0.76 | 1.0 | NA | 32% |