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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Bibliografische Detailangaben

Hauptverfasser:	Chih-Wei Chung, Seng-Cho Chou, Chung-Mao Kao, Yen-Ju Chen, Tzu-Hung Hsiao, Yi-Ming Chen
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	SAGE Publishing 2025-07-01
Schriftenreihe:	Health Informatics Journal
Online-Zugang:	https://doi.org/10.1177/14604582251363510
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