OMB Individually Reported
VA CART Nephropathy Risk Model
High riskExact public inventory row
Description
The VA CART nephropathy risk model is based on logistic regression using baseline clinical and procedural variables to predict Post-Percutaneous Coronary Intervention (PCI) acute kidney injury (AKI). The model is available to facilitate risk stratification at the point of care. In operations and maintenance.
Detailed example
Probability of post-PCI AKI
AI / analytics pattern
Classical/Predictive Machine Learning: Models trained on data to make predictions or classifications based on identified patterns or relationships.
Automation level / stage
c) Deployed – The use case is being actively authorized or utilized to support the functions or mission of an agency.
Expected benefit
More informed personalized discussions with patients
Controls / human review
ATO: Not reported; PIA: Not published