Prediction of ESRD in IgA Nephropathy Patients from an Asian Cohort: A Random Forest Model

Prediction of ESRD in IgA Nephropathy Patients from an Asian Cohort: A Random Forest Model

Background/Aims: There is an increasing risk of end-stage renal disease (ESRD) among Asian people with immunoglobulin A nephropathy (IgAN). A computer-aided system for ESRD prediction in Asian IgAN patients has not been well studied. Methods: We retrospectively reviewed biopsy-proven IgAN patients t...

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Bibliographic Details
Main Authors: Yexin Liu, Yan Zhang, Di Liu, Xia Tan, Xiaofang Tang, Fan Zhang, Ming Xia, Guochun Chen, Liyu He, Letian Zhou, Xuejing Zhu, Hong Liu
Format: Article
Language:English
Published: Karger Publishers 2018-12-01
Series:Kidney & Blood Pressure Research
Subjects:
IgA nephropathy (IgAN)
prognosis
End-stage renal disease(ESRD)
Random forest model
Logistic regression
pathological grading
Complement
Estimated glomerular filtration rate (eGFR)
Online Access:https://www.karger.com/Article/FullText/495818

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https://www.karger.com/Article/FullText/495818

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