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dc.contributor.authorRuxue, Guo-
dc.contributor.authorRuiyu, Liang-
dc.contributor.authorQingyun, Wang-
dc.date.accessioned2023-04-10T01:54:25Z-
dc.date.available2023-04-10T01:54:25Z-
dc.date.issued2023-
dc.identifier.urihttps://link.springer.com/article/10.1007/s11042-023-14886-0-
dc.identifier.urihttps://dlib.phenikaa-uni.edu.vn/handle/PNK/7699-
dc.descriptionCC BYvi
dc.description.abstractHearing 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.vi
dc.language.isoenvi
dc.publisherSpringervi
dc.subjectprevalent chronic health problems worldwidevi
dc.subjectrepresentative parameters characterizesvi
dc.titleHearing loss classification algorithm based on the insertion gain of hearing aidvi
dc.typeBookvi
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