Abstract Kidney failure, also known as renal failure, is a growing global health concern, affecting millions worldwide. The incidence of kidney failure is rising due to increasing rates of underlying diseases such as hypertension and diabetes as well as risk factors like poor diet, smoking and environmental factors. Early diagnosis through regular screening, particularly for at-risk populations, enables timely intervention…