S R I Y A . A I

HURRA

Healthcare HURRA

Hospital Unplanned Readmission Reduction Algorithm (HURRA)

Application

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.*

Solution

Sriya AI created a proprietary Hospital Unplanned Readmission Reduction Algorithm (HURRA) which has ~95-98% accuracy and ~99% precision.

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Cardiac Disease Readmission

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%
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Hospital Readmission

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%
...

Readmission < 30 days & > 30 days

MEASURE SRIYA-ML SRIYA-AI SRIYA-AI+RL INCREASE
Accuracy 75% 100% - 33% /td>
Precision 66% 100% - 52%
Area Under Curve (AUC) 0.56 1.0 - 79%