Prediction of intradialytic hypotension based on heart rate variability and skin sympathetic nerve activity using LASSO-enabled feature selection: a two-center study

Prediction of intradialytic hypotension based on heart rate variability and skin sympathetic nerve activity using LASSO-enabled feature selection: a two-center study

Background Intradialytic hypotension (IDH) is a prevalent complication during hemodialysis (HD). However, conventional predictive models are imperfect due to multifaceted etiologies underlying IDH.Methods This study enrolled 201 patients undergoing maintenance HD across two centers. Seventy percent...

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Bibliographic Details
Main Authors: Yike Zhang, Shuang Su, Zhenye Chen, Yaoyu Huang, Yujun Qian, Chang Cui, Yantao Xing, Ningning Wang, Hongwu Chen, Huijuan Mao, Jing Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Renal Failure
Subjects:
Hemodialysis
intradialytic hypotension
heart rate variability
skin sympathetic nerve activity
LASSO regression
Online Access:https://www.tandfonline.com/doi/10.1080/0886022X.2025.2478487
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https://www.tandfonline.com/doi/10.1080/0886022X.2025.2478487

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