Machine learning based biomarker discovery for chronic kidney disease–mineral and bone disorder (CKD-MBD)

Machine learning based biomarker discovery for chronic kidney disease–mineral and bone disorder (CKD-MBD)

Abstract Introduction Chronic kidney disease-mineral and bone disorder (CKD-MBD) is characterized by bone abnormalities, vascular calcification, and some other complications. Although there are diagnostic criteria for CKD-MBD, in situations when conducting target feature examining are unavailable, t...

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Bibliographic Details
Main Authors: Yuting Li, Yukuan Lou, Man Liu, Siyi Chen, Peng Tan, Xiang Li, Huaixin Sun, Weixin Kong, Suhua Zhang, Xiang Shao
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Medical Informatics and Decision Making
Subjects:
CKD-MBD
Biomarker
Machine learning
Calcium
Hyperphosphatemia
PTH
Online Access:https://doi.org/10.1186/s12911-024-02421-6

Internet

https://doi.org/10.1186/s12911-024-02421-6

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