openalexScientific Reports2026-07-23
An interpretable machine learning model for chronic kidney disease identification among obese adults: a nationwide population-based study
HyeokJun Yang, Young Gyun Seo, Nayoung Han
Chronic kidney disease (CKD) is a major public health concern, particularly among individuals with obesity; however, population-level identification of CKD remains challenging. This study aimed to develop an interpretable machine learning model for CKD identification and to inves…