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Hearing loss classification algorithm based on the insertion gain of hearing aid

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Bibliographic Details
Main Authors: Ruxue, Guo, Ruiyu, Liang, Qingyun, Wang
Format: Book
Language:English
Published: Springer 2023
Subjects:
prevalent chronic health problems worldwide
representative parameters characterizes
Online Access:https://link.springer.com/article/10.1007/s11042-023-14886-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7699
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spelling oai:localhost:PNK-76992023-04-10T01:54:25Z Hearing loss classification algorithm based on the insertion gain of hearing aid Ruxue, Guo Ruiyu, Liang Qingyun, Wang prevalent chronic health problems worldwide representative parameters characterizes CC BY Hearing loss is one of the most prevalent chronic health problems worldwide and a common intervention is the wearing of hearing aids. However, the tedious fitting procedures and limited hearing experts pose restrictions for the popularity of hearing aids. This paper introduced a hearing loss classification method based on the insertion gain of hearing aids, which aims to simplify the fitting procedure and achieve a fitting-free effect of the hearing aid, in line with current research trends in key algorithms for fitting-free hearing aids. The proposed method innovatively combines the insertion gain of hearing aids with the covariates of patient’s gender, age, wearing history to form a new set of hearing loss vectors, and then classifies the hearing loss into six categories by unsupervised cluster analysis method. Each category of representative parameters characterizes a typical type of hearing loss, which can be used as the initial parameter to improve the efficiency of hearing aid fitting. 2023-04-10T01:54:25Z 2023-04-10T01:54:25Z 2023 Book https://link.springer.com/article/10.1007/s11042-023-14886-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7699 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic prevalent chronic health problems worldwide
representative parameters characterizes
spellingShingle prevalent chronic health problems worldwide
representative parameters characterizes
Ruxue, Guo
Ruiyu, Liang
Qingyun, Wang
Hearing loss classification algorithm based on the insertion gain of hearing aid
description CC BY
format Book
author Ruxue, Guo
Ruiyu, Liang
Qingyun, Wang
author_facet Ruxue, Guo
Ruiyu, Liang
Qingyun, Wang
author_sort Ruxue, Guo
title Hearing loss classification algorithm based on the insertion gain of hearing aid
title_short Hearing loss classification algorithm based on the insertion gain of hearing aid
title_full Hearing loss classification algorithm based on the insertion gain of hearing aid
title_fullStr Hearing loss classification algorithm based on the insertion gain of hearing aid
title_full_unstemmed Hearing loss classification algorithm based on the insertion gain of hearing aid
title_sort hearing loss classification algorithm based on the insertion gain of hearing aid
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s11042-023-14886-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7699
_version_ 1762818479940960256
score 8.8894005

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