Explainable AI Framework for Stage-Specific Drug Doses Prediction in Chronic Kidney Disease: A Multi-Algorithm Comparison with Adverse Event Prediction

Chronic Kidney Disease (CKD) affects medication dose safety due to altered pharmacokinetics. Current clinical decision support systems lack stage-specific personalization and explainability. Therefore, this study aimed to identify the appropriate medications and doses for chronic kidney disease using machine learning algorithms by comparing the methods. This study is divided into two phases. Phase…