EAR: Mobile Solution and Integrated Data Analysis Framework as a Proposal for Monitoring Hearing Loss

Hugo André Carvalho
{"title":"EAR: Mobile Solution and Integrated Data Analysis Framework as a Proposal for Monitoring Hearing Loss","authors":"Hugo André Carvalho","doi":"10.33422/5th.icmets.2022.02.55","DOIUrl":null,"url":null,"abstract":". People usually do not give proper attention to their hearing care. The hearing assessment usually occurs as an effect of a nuisance which motivates the person to search for professional treatment. Based on this, the present research demonstrates a mobile application aimed at assisting otolaryngology, capable of measuring levels of deafness of users through sound tests at different levels of decibels and determining whether the environment in which the user is being is harmful to their hearing. During the research, a solution was developed with the association of mobile and cloud computing technologies on a prototype implementation. Experiments were carried out and they demonstrated the ability to collect data on hearing capability on the following frequencies 65, 100, 500, 1K, 5K, 10K and 14KHz. Experiments on how the tool worked at different times of the day were carried out, with evaluations of the best results for each ear of the user. The feature of the tool to manage hearing was verified, both by the doctor and the user, on the hearing capability. The proposed structure proved to be able to receive optimizations based on Machine Learning for issues relevant to the medical field.","PeriodicalId":158623,"journal":{"name":"Proceedings of The 5th International Conference on Modern Research in Engineering, Technology and Science","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of The 5th International Conference on Modern Research in Engineering, Technology and Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.33422/5th.icmets.2022.02.55","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

. People usually do not give proper attention to their hearing care. The hearing assessment usually occurs as an effect of a nuisance which motivates the person to search for professional treatment. Based on this, the present research demonstrates a mobile application aimed at assisting otolaryngology, capable of measuring levels of deafness of users through sound tests at different levels of decibels and determining whether the environment in which the user is being is harmful to their hearing. During the research, a solution was developed with the association of mobile and cloud computing technologies on a prototype implementation. Experiments were carried out and they demonstrated the ability to collect data on hearing capability on the following frequencies 65, 100, 500, 1K, 5K, 10K and 14KHz. Experiments on how the tool worked at different times of the day were carried out, with evaluations of the best results for each ear of the user. The feature of the tool to manage hearing was verified, both by the doctor and the user, on the hearing capability. The proposed structure proved to be able to receive optimizations based on Machine Learning for issues relevant to the medical field.
EAR:移动解决方案和集成数据分析框架作为听力损失监测的建议
. 人们通常不重视自己的听力保健。听力评估通常是由滋扰引起的,这促使当事人寻求专业治疗。基于此,本研究展示了一款旨在辅助耳鼻喉科的移动应用程序,该应用程序能够通过不同分贝的声音测试来测量用户的耳聋水平,并确定用户所处的环境是否对他们的听力有害。在研究过程中,开发了一种解决方案,将移动和云计算技术结合在原型实现上。他们进行了实验,并展示了在以下频率上收集听力能力数据的能力:65、100、500、1K、5K、10K和14KHz。对该工具在一天中的不同时间如何工作进行了实验,并对用户的每只耳朵的最佳结果进行了评估。医生和用户都对该工具的听力管理功能进行了验证。所提出的结构被证明能够基于机器学习对与医疗领域相关的问题进行优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信