A prediction model of arteriovenous fistula dysfunction in hemodialysis patients was established based on a few sample synthesis oversampling technique algorithm

A prediction model of arteriovenous fistula dysfunction in hemodialysis patients was established based on a few sample synthesis oversampling technique algorithm

Objective To explore the risk factors of arteriovenous fistula (AVF) dysfunction in hemodialysis (HD) patients and validate a risk warning model based upon synthetic minority oversampling technique (SMOTE). Methods From January 1, 2019 to December 31, 2021, 400 HD patients with AVF as dialysis acces...

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Bibliographic Details
Main Authors: Jian-yu Huang, Liang-liang Duan
Format: Article
Language:zho
Published: Editorial Department of Journal of Clinical Nephrology 2024-05-01
Series:Linchuang shenzangbing zazhi
Subjects:
synthetic minority over-sampling technique
renal dialysis
arteriovenous fistula
poor function
prediction model
hemodialysis
Online Access:http://www.lcszb.com/cn/article/doi/10.3969/j.issn.1671-2390.2024.05.005

Internet

http://www.lcszb.com/cn/article/doi/10.3969/j.issn.1671-2390.2024.05.005

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