Application of machine learning algorithm for the prediction of lupus nephritis using SNP data, polygenic risk score, and electronic health record
Background: Lupus nephritis (LN) flares raise the risks of renal failure and mortality in systemic lupus erythematosus (SLE) patients, making risk stratification and individualized care crucial. Our goal was to develop machine learning (ML) models to predict LN flares. Methods: A total of 1546 SLE p...
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| Principais autores: | , , , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
SAGE Publishing
2025-07-01
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| coleção: | Health Informatics Journal |
| Acesso em linha: | https://doi.org/10.1177/14604582251363510 |
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