A Klotho-Based Machine Learning Model for Prediction of both Kidney and Cardiovascular Outcomes in Chronic Kidney Disease

• Main Authors: Yating Wang (Author), Yu Shi (Author), Tangli Xiao (Author), Xianjin Bi (Author), Qingyu Huo (Author), Shaobo Wang (Author), Jiachuan Xiong (Author), Jinghong Zhao (Author)
• Format: Book
• Published: Karger Publishers, 2024-03-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction: This study aimed to develop and validate machine learning (ML) models based on serum Klotho for predicting end-stage kidney disease (ESKD) and cardiovascular disease (CVD) in patients with chronic kidney disease (CKD). Methods: Five different ML models were trained to predict the risk...