Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study
Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study
复制标题
基于听觉的听力损失预测：初步研究
DOI：
10.1007/978-3-030-00320-3_5
复制
发表时间：
2018
影响因子：
2.8
通讯作者：
A. Naït
中科院分区：
文献类型：
--
作者：
Muhammad Ilyas;Alice Othmani;A. Naït
在地球仪中，耳聋和听力损伤的主要原因是听力损失。由于遗传性疾病、暂时或永久性听力障碍、衰老和暴露于噪音中，听力损失在年轻人和儿童中变得非常普遍。同时，治疗听力损失的可能性非常有限。如果及时诊断，可以通过采取适当的预防措施来减少。在本文中，我们研究的可能性，预防听力损失的基础上的听觉系统的反应。听觉感知与人类年龄高度相关。因此，预测真实的年龄和感知年龄之间的巨大差距可能是听力损失的指标。我们的人类年龄预测模型非常稳健，RMSE值为4.1岁，EER值为4%，表明我们提出的方法用于预测听力损失的适用性。
The major cause of deafness and hearing impairment around the globe is hearing loss. Hearing loss has become very common among young adults and kids due to the genetic disorder, temporary or permanent hearing impairments, aging, and exposure to noise. Meanwhile, the possibilities of treating hearing loss are very limited. It can be reduced by taking proper precautionary measures if diagnosed on time. In this paper, we study the possibility of preventing hearing loss based on the auditory system responses. The auditory perception is highly correlated with the human age. Consequently, predicting a big gap between the real age and the perceived one can be an indicator of hearing loss. Our predictive model of human age is very robust with an RMSE value of 4.1 years and an EER value of 4%, indicating the applicability of our proposed method for predicting the hearing loss.
影响因子：
120.7
作者：
Cruickshanks, KJ;Klein, R;Tweed, TS
通讯作者：
Tweed, TS
一项基于人群的研究中的白内障和听力损失：海狸水坝研究。
影响因子：
4.2
作者：
Klein,BE;Cruickshanks,KJ;Nondahl,DM;Klein,R;Dalton,DS
通讯作者：
Dalton,DS