Predictive modeling of COVID-19 mortality risk in chronic kidney disease patients using multiple machine learning algorithms

Abstract The coronavirus disease 2019 (COVID-19) has a significant impact on the global population, particularly on individuals with chronic kidney disease (CKD). COVID-19 patients with CKD will face a considerably higher risk of mortality than the general population. This study developed a predicti...

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Bibliografische Detailangaben

Hauptverfasser:	Lin Luo, Peng Gao, Chunhui Yang, Sha Yu
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Nature Portfolio 2024-11-01
Schriftenreihe:	Scientific Reports
Schlagworte:	Chronic kidney disease COVID-19 Machine learning algorithm LightGBM (light gradient-boosting machine) Prediction model
Online-Zugang:	https://doi.org/10.1038/s41598-024-78498-w
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