Risk factor mining and prediction of urine protein progression in chronic kidney disease: a machine learning- based study

Risk factor mining and prediction of urine protein progression in chronic kidney disease: a machine learning- based study

Abstract Background Chronic kidney disease (CKD) is a global public health concern. Therefore, to provide timely intervention for non-hospitalized high-risk patients and rationally allocate limited clinical resources is important to mine the key factors when designing a CKD prediction model. Methods...

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Bibliographic Details
Main Authors: Yufei Lu, Yichun Ning, Yang Li, Bowen Zhu, Jian Zhang, Yan Yang, Weize Chen, Zhixin Yan, Annan Chen, Bo Shen, Yi Fang, Dong Wang, Nana Song, Xiaoqiang Ding
Format: Article
Language:English
Published: BMC 2023-08-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Chronic kidney disease
Machine learning
Model interpretation
Clinical decision support
Online Access:https://doi.org/10.1186/s12911-023-02269-2

Internet

https://doi.org/10.1186/s12911-023-02269-2

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