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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書誌詳細

出版年:	IEEE Access
主要な著者:	Luis Mendoza-Pitti, Jose Manuel Gomez-Pulido, Miguel Vargas-Lombardo, Juan A. Gomez-Pulido, Maria-Luz Polo-Luque, Diego Rodriguez-Puyol
フォーマット:	論文
言語:	英語
出版事項:	IEEE 2022-01-01
主題:	Clinical-analytical data hemodialysis intradialytic hypotension machine learning predicting model XGBoost
オンライン･アクセス:	https://ieeexplore.ieee.org/document/9817124/