Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder

R. Trujillo, Nathaly Mercedes Gamarra Santos, Jimmy Armas-Aguirre
{"title":"Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder","authors":"R. Trujillo, Nathaly Mercedes Gamarra Santos, Jimmy Armas-Aguirre","doi":"10.1109/SHIRCON53068.2021.9652260","DOIUrl":null,"url":null,"abstract":"This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25% and has an efficiency of 80% based on the tests performed.","PeriodicalId":420900,"journal":{"name":"2021 IEEE Sciences and Humanities International Research Conference (SHIRCON)","volume":"332 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Sciences and Humanities International Research Conference (SHIRCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SHIRCON53068.2021.9652260","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

This article proposes a technological solution for the control and monitoring of anxiety disorder behavior in vulnerable populations that allows receiving symptomatology data, tests and manifestations in real time during psychological therapies The result of this research seeks to optimize the time of attention and to monitor patients in psychological therapies through the use of neural networks and the systematization of psychological tests. This proposal consists of 4 phases: 1. Collection of test results and alerts; 2. Reception of the collected information; 3. The technological solution was validated in a community mental health center in the district of San Martin de Porres in Lima, Peru. Preliminary results showed that technological solution allows to reduce time of psychological therapies by 25% and has an efficiency of 80% based on the tests performed.
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
利用神经网络控制和监测焦虑障碍的心理治疗技术解决方案
本文提出了一种控制和监测弱势群体焦虑障碍行为的技术解决方案,允许在心理治疗期间实时接收症状学数据、测试和表现。本研究的结果旨在优化关注时间,并通过使用神经网络和心理测试的系统化来监测心理治疗中的患者。本方案分为4个阶段:1。收集检测结果和警报;2. 接收收集到的信息;3.该技术解决方案在秘鲁利马圣马丁德波尔斯区的一家社区精神卫生中心得到了验证。初步结果表明,该技术解决方案可将心理治疗时间缩短25%,根据所进行的测试,效率达到80%。
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
Benefits of Gamified Evaluations for Virtual Education in Pandemic Context According to the Peruvian Teachers Perception Emancipatory action of teaching praxis in critical pedagogy [Copyright notice] Technological solution of psychological therapies using neural networks for the control and monitoring of anxiety disorder Study of the Anxiety level during COVID-19 in pregnant women of the Ascensión Health Center – Huancavelica - Peru 2021
×
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