Prediction of hearing preservation after acoustic neuroma surgery based on SMOTE-XGBoost

Prediction of hearing preservation after acoustic neuroma surgery based on SMOTE-XGBoost

Prior to the surgical removal of an acoustic neuroma, the majority of patients anticipate that their hearing will be preserved to the greatest possible extent following surgery. This paper proposes a postoperative hearing preservation prediction model for the characteristics of class-imbalanced hosp...

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Bibliographic Details
Main Author: Cenyi Yang
Format: Article
Language:English
Published: AIMS Press 2023-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
smote
xgboost
machine learning
data imbalance
acoustic neuroma
hearing preservation
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023477?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023477?viewType=HTML

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