Predicting hyperkalemia in patients with advanced chronic kidney disease using the XGBoost model

BACKGROUND: Hyperkalemia is a common complication of chronic kidney disease (CKD). Hyperkalemia is associated with mortality, CKD progression, hospitalization, and high healthcare costs in patients with CKD. We developed a machine learning model to predict hyperkalemia in patients with advanced CKD...

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Detalles Bibliográficos
Autores principales: Chang, Hsin-Hsiung, Chiang, Jung-Hsien, Tsai, Chun-Chieh, Chiu, Ping-Fang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10259360/
https://www.ncbi.nlm.nih.gov/pubmed/37308844
http://dx.doi.org/10.1186/s12882-023-03227-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10259360/
https://www.ncbi.nlm.nih.gov/pubmed/37308844
http://dx.doi.org/10.1186/s12882-023-03227-w

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