Comparison and development of machine learning tools in the prediction of chronic kidney disease progression

Abstract Background Urinary protein quantification is critical for assessing the severity of chronic kidney disease (CKD). However, the current procedure for determining the severity of CKD is completed through evaluating 24-h urinary protein, which is inconvenient during follow-up. Objective To qui...

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Bibliographic Details
Main Authors: Jing Xiao, Ruifeng Ding, Xiulin Xu, Haochen Guan, Xinhui Feng, Tao Sun, Sibo Zhu, Zhibin Ye
Format: Article
Language:English
Published: BMC 2019-04-01
Series:Journal of Translational Medicine
Online Access:http://link.springer.com/article/10.1186/s12967-019-1860-0