Machine-Learning Model to Predict the Intradialytic Hypotension Based on Clinical-Analytical Data

Machine-Learning Model to Predict the Intradialytic Hypotension Based on Clinical-Analytical Data

Predicting whether patients will experience intradialytic hypotension (IDH) during hemodialysis (HD) is not an easy task. IDH is associated with multiple risk factors, meaning that traditional statistical models are unable to find the relationships that affect it. In this context, the use of models...

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Bibliographic Details
Main Authors: Luis Mendoza-Pitti, Jose Manuel Gomez-Pulido, Miguel Vargas-Lombardo, Juan A. Gomez-Pulido, Maria-Luz Polo-Luque, Diego Rodriguez-Puyol
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Clinical-analytical data
hemodialysis
intradialytic hypotension
machine learning
predicting model
XGBoost
Online Access:https://ieeexplore.ieee.org/document/9817124/

Internet

https://ieeexplore.ieee.org/document/9817124/

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