A diagnostic prediction model for anti-neutrophil cytoplasmic antibody associated vasculitis combined with glomerulonephritis based on machine learning algorithm

A diagnostic prediction model for anti-neutrophil cytoplasmic antibody associated vasculitis combined with glomerulonephritis based on machine learning algorithm

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ObjectiveTo construct a diagnostic model for anti-neutrophil cytoplasmic antibody （ANCA）-associated vasculitis （AAV） combined with glomerulonephritis using both random forest （RF） and artificial neural network algorithms.MethodsDatasets were downloaded from the GEO and Array Express databases （GSE10...

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Bibliographic Details
Main Authors: Wang Jian-mei, Zhu Ge-li, Cao Chen-lin, Peng Qing-quan
Format: Article
Language:zho
Published: Editorial Department of Journal of Clinical Nephrology 2025-02-01
Series:Linchuang shenzangbing zazhi
Subjects:
antibody，antineutrophil cytoplasmic vasculitis
rapidly progressive glomerulonephritis
artificial intelligence
machine learning
diagnostic model
Online Access:http://www.lcszb.com/article/doi/10.3969/j.issn.1671-2390.2025.02.001
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