Predicting the Cochlear Dead Regions Using a Machine Learning-Based Approach with Oversampling Techniques

Predicting the Cochlear Dead Regions Using a Machine Learning-Based Approach with Oversampling Techniques

<i>Background and Objectives</i>: Determining the presence or absence of cochlear dead regions (DRs) is essential in clinical practice. This study proposes a machine learning (ML)-based model that applies oversampling techniques for predicting DRs in patients. <i>Materials and Meth...

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Bibliographic Details
Main Authors: Young-Soo Chang, Hee-Sung Park, Il-Joon Moon
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Medicina
Subjects:
cochlear dead region
machine learning
prediction model
oversampling method
synthetic minority oversampling technique
Online Access:https://www.mdpi.com/1648-9144/57/11/1192

Internet

https://www.mdpi.com/1648-9144/57/11/1192

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