Nature

Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurements

Chronic kidney disease (CKD) is a global health concern with early detection playing a pivotal role in effective management. Machine learning models demonstrate promise in CKD detection, yet the ...
Medical Xpress

AI models improve prediction of chronic kidney disease progression to end stage renal disease

Chronic kidney disease (CKD) is a complex condition marked by a gradual decline in kidney function, which can ultimately progress to end-stage renal disease (ESRD). Globally, the prevalence of CKD ...
Nature

Machine Learning Applications in Chronic Kidney Disease Diagnosis

Chronic Kidney Disease (CKD) affects an estimated 10 – 13 % of the global population and often progresses silently until advanced stages. Machine learning (ML) techniques have emerged as powerful ...