S R I Y A . A I

HOSRA

Healthcare HOSRA

Hospital Sepsis Reduction Algorithm (HOSRA)

Application

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.

Solution

Sriya AI created a proprietary Hospital Sepsis Reduction Algorithm (HOSRA) which has ~99% accuracy and ~99% precision.

99%
Accuracy
99%
Precision
...

Sepsis

MEASURE SRIYA-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%

Dataset 1 :

Rows: 50,000

column: 43

Improvement
60% or 9000 less
Patients with Sepsis

Long-Term
SXI
Potential

...

Sepsis

MEASURE SRIYA-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%

Dataset 2 :

Rows: 599

column: 11

Improvement
62% or 129 less
Patients with Sepsis

Long-Term
SXI
Potential