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Detection of the chronic kidney disease using XGBoost classifier and explaining the influence of the attributes on the model using SHAP
Chronic kidney disease (CKD) is a condition distinguished by structural and functional changes to the kidney over time. Studies show that 10% of adults worldwide are affected by some kind of CKD, resulting in 1.2 million deaths. Recently, CKD has emerged as a leading cause of mortality worldwide, ma...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110580/ https://www.ncbi.nlm.nih.gov/pubmed/37069256 http://dx.doi.org/10.1038/s41598-023-33525-0 |