In the US >3.8 million adult hospital readmissions within 30 days among all payers. The average readmission rate for the US is 14% with an average readmission cost of $15,200, accounting for more than $17 billion in Medicare expenditures annually.*
Sriya AI created a proprietary Hospital Unplanned Readmit Rate Algorithm (HURRA) which has ~95-98% accuracy and ~99% precision.
MEASURE | SRIYA-ML | SRIYA-AI | SRIYA-AI+RL | INCREASE |
---|---|---|---|---|
Accuracy | 74% | 96% | 96.5% | 30% |
Precision | 56% | 96% | 96% | 71% |
Area Under Curve (AUC) | 0.560 | 0.967 | 0.970 | 73% |
MEASURE | SRIYA-ML | SRIYA-AI | SRIYA-AI+RL | INCREASE |
---|---|---|---|---|
Accuracy |
63.42% | 98.8% | 99.98% | 58% |
Precision | 64.13% | 98.0% | 99.95% | 56% |
Area Under Curve (AUC) | 0.67 | 1.0 | 1.0 | 49% |
MEASURE | SRIYA-ML | SRIYA-AI | SRIYA-AI+RL | INCREASE |
---|---|---|---|---|
Accuracy | 75% | 100% | - | 33% |
Precision | 66% | 100% | - | 52% |
Area Under Curve (AUC) | 0.56 | 1.0 | - | 79% |