AI Fairness in Chronic Kidney Disease: A New Regression Approach

The ArXiv article likely introduces a new penalized regression model designed to address fairness concerns in chronic kidney disease diagnosis or prognosis. This is a crucial area where algorithmic bias can disproportionately affect certain patient groups.

• •The research explores fairness in AI models applied to chronic kidney disease.
• •It likely proposes a novel penalized regression technique.
• •The target is to mitigate bias in predictive models for different patient groups.