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Shah Jaimeel

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Open access Aug 2026

Explainable Machine Learning for Predicting Heavy Metal-Associated Chronic Kidney Disease Risk Using Clinical and Environmental Exposure Biomarkers

ABSTRACT Background. CKD represents a significant burden on public health globally, with considerable associated illness, death and healthcare costs. A growing body of evidence indicates that heavy metal environmental exposure may lead to renal damage, but these parameters are scarcely considered in predictions. Enviro...

D. Asfakahemad, Shah Jaimeel, P. Vidita · 0 citations

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