Feasibility of Developing an In-Home Parkinson’s Disease Early Diagnosing System

Agop Agop, Nour Dimashki, Ali Hage-Diab, Samih Abdul-Nabi, Ehssan Sharif-Askari
{"title":"Feasibility of Developing an In-Home Parkinson’s Disease Early Diagnosing System","authors":"Agop Agop, Nour Dimashki, Ali Hage-Diab, Samih Abdul-Nabi, Ehssan Sharif-Askari","doi":"10.1109/ICABME53305.2021.9604899","DOIUrl":null,"url":null,"abstract":"Parkinson’s disease (PD) is a progressive nervous system disorder that affects movement. Symptoms start gradually, where tremors are the most common, but the disorder also commonly causes stiffness or slowing of movement. Parkinson’s disease signs and symptoms can be different for everyone. Early signs may be mild and go unnoticed. Many of the symptoms are due to loss of neurons that produce a chemical messenger in the brain called dopamine. Early detection of the disease allows rapid intervention, which is important because in most cases it is not possible to recover from. It is only possible to slow down or better, to stop progression but not to reverse damage that has already incurred. Eye tremors are prevalent in PD illness and could be an initial warning for the neurodegenerative disorder. In the very early stages of the disease, these eye tremors are very small that make it impossible to be detected by naked eyes. We are proposing to use a new technology developed by MIT to generate motion magnification from recorded videos. The technology, called phase based video magnification, can be used for providing a convenient solution to detect ocular tremor. By capturing then analyzing and interpreting the results of recorded videos using smartphone’s camera, we can obtain a low-cost and widely available early diagnostic system. A prototype was developed and tested on healthy and diseased subjects with encouraging results.","PeriodicalId":294393,"journal":{"name":"2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 Sixth International Conference on Advances in Biomedical Engineering (ICABME)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICABME53305.2021.9604899","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

Parkinson’s disease (PD) is a progressive nervous system disorder that affects movement. Symptoms start gradually, where tremors are the most common, but the disorder also commonly causes stiffness or slowing of movement. Parkinson’s disease signs and symptoms can be different for everyone. Early signs may be mild and go unnoticed. Many of the symptoms are due to loss of neurons that produce a chemical messenger in the brain called dopamine. Early detection of the disease allows rapid intervention, which is important because in most cases it is not possible to recover from. It is only possible to slow down or better, to stop progression but not to reverse damage that has already incurred. Eye tremors are prevalent in PD illness and could be an initial warning for the neurodegenerative disorder. In the very early stages of the disease, these eye tremors are very small that make it impossible to be detected by naked eyes. We are proposing to use a new technology developed by MIT to generate motion magnification from recorded videos. The technology, called phase based video magnification, can be used for providing a convenient solution to detect ocular tremor. By capturing then analyzing and interpreting the results of recorded videos using smartphone’s camera, we can obtain a low-cost and widely available early diagnostic system. A prototype was developed and tested on healthy and diseased subjects with encouraging results.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
开发家庭帕金森病早期诊断系统的可行性
帕金森病(PD)是一种影响运动的进行性神经系统疾病。症状逐渐开始,其中震颤是最常见的,但这种疾病也通常导致僵硬或行动迟缓。帕金森氏症的症状和体征因人而异。早期症状可能很轻微,不易察觉。许多症状是由于大脑中产生一种叫做多巴胺的化学信使的神经元的丧失。这种疾病的早期发现允许快速干预,这是很重要的,因为在大多数情况下,它是不可能恢复的。玩家只能放慢或更好地停止进程,但不能逆转已经产生的伤害。眼部震颤在帕金森病患者中很普遍,可能是神经退行性疾病的初步警告。在疾病的早期阶段,这些眼部震颤非常小,肉眼无法检测到。我们建议使用麻省理工学院开发的一项新技术,从录制的视频中产生运动放大。这项技术被称为基于相位的视频放大,可用于提供一种方便的解决方案来检测眼震颤。通过使用智能手机的摄像头捕捉并分析和解释录制视频的结果,我们可以获得一种低成本且广泛可用的早期诊断系统。研究人员开发了一种原型,并在健康和患病的受试者身上进行了测试,结果令人鼓舞。
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 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Usefulness of Functional MRI Textures in the Evaluation of Renal Function Personalized spatial recruitment model to motor unit type and number Distinguishing Hearts: How Machine Learning identifies People based on their Heartbeat Comparing Healthy Subjects and Alzheimer’s Disease Patients using Brain Network Similarity: a Preliminary Study Digital deparaffinization of Raman spectral image acquired on FFPE human skin tissue
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1