Classification of primary glomerulonephritis using machine learning models: a focus on IgA nephropathy prediction

Classification of primary glomerulonephritis using machine learning models: a focus on IgA nephropathy prediction

Abstract Objective IgA nephropathy (IgAN) is the most common form of glomerulonephritis worldwide, characterized by immune complex deposition in the glomerular mesangium, leading to mesangial hypercellularity, persistent microhematuria, proteinuria, and progressive renal impairment. Given its common...

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Bibliographic Details
Main Authors: Zhengbiao Hu, Shuangshan Bu, Kai Wang, Qianqian Cao, Huanhuan Zheng, Jie Yang, Shanshan Chen, Yuemeng Wu, Wenkai Ren, Chenlei He
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Nephrology
Subjects:
IgA nephropathy
Machine learning
Diagnostic
Model
Kidney
Online Access:https://doi.org/10.1186/s12882-025-04253-6
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https://doi.org/10.1186/s12882-025-04253-6

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