RenoTrue: A diabetes-specific machine learning model to estimate glomerular filtration rate for people with diabetes | Synapse
March 3, 2026Open Access
RenoTrue: A diabetes-specific machine learning model to estimate glomerular filtration rate for people with diabetes
Key Points
Improved performance in estimating GFR was observed with RenoTrue compared to CKD-EPI equation.
RenoTrue showed enhanced accuracy across the full range of GFR measurements.
Use of machine learning allows for more tailored health assessments for individuals with diabetes.
The findings highlight the potential for better kidney health monitoring in diabetic populations.
Abstract
For people with diabetes, RenoTrue demonstrated better performance compared to the 2009 CKD-EPI equation in terms of estimating GFR across the full range of GFR.