多通道改良电休克治疗集成仿真软件的设计与实现

Wanxin Cheng, Xiang Chen, Hui Zhang, C. He, Han Yang, Jin Li
{"title":"多通道改良电休克治疗集成仿真软件的设计与实现","authors":"Wanxin Cheng, Xiang Chen, Hui Zhang, C. He, Han Yang, Jin Li","doi":"10.1109/CISP-BMEI56279.2022.9980073","DOIUrl":null,"url":null,"abstract":"Simulation in an individualized real head model based on magnetic resonance imaging (MRI) is increasingly required for safety design of electroconvulsive therapy (ECT), which aims to reduce the potential risk of side-effect. To simplify the complicated operational procedures of conventional methods, this paper designs and implements the integrated simulation software for multi-channel ECT on MATLAB platform. Any step in the simulation procedure, in detail, MRI data read, MRI normalization and segmentation, tissue classification and reconstruction, mesh generation, geographic model generation, electrodes placement, parameter configuration and electric field simulation, which are previously performed on COMSOL, MATLAB, AVIZO and other large-scale software platforms, can be performed by just clicking the corresponding item in a MATLAB user-friendly interface. It uses the MATLAB toolboxes to replace specific platforms such as AVIZO to generate mesh. Although it still takes COMSOL as the core, the simulation computations and other operations on COMSOL run in the background by calling corresponding interface functions. In addition, it provides options of the simulation channel number for future developing ECT technique. The software significantly improves the efficiency of data processing and reduces the time cost, which is an easy-to-use tool for ECT simulation.","PeriodicalId":198522,"journal":{"name":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design and Implementation of Integrated Simulation Software for Multichannel Modified Electroconvulsive Therapy\",\"authors\":\"Wanxin Cheng, Xiang Chen, Hui Zhang, C. He, Han Yang, Jin Li\",\"doi\":\"10.1109/CISP-BMEI56279.2022.9980073\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Simulation in an individualized real head model based on magnetic resonance imaging (MRI) is increasingly required for safety design of electroconvulsive therapy (ECT), which aims to reduce the potential risk of side-effect. To simplify the complicated operational procedures of conventional methods, this paper designs and implements the integrated simulation software for multi-channel ECT on MATLAB platform. Any step in the simulation procedure, in detail, MRI data read, MRI normalization and segmentation, tissue classification and reconstruction, mesh generation, geographic model generation, electrodes placement, parameter configuration and electric field simulation, which are previously performed on COMSOL, MATLAB, AVIZO and other large-scale software platforms, can be performed by just clicking the corresponding item in a MATLAB user-friendly interface. It uses the MATLAB toolboxes to replace specific platforms such as AVIZO to generate mesh. Although it still takes COMSOL as the core, the simulation computations and other operations on COMSOL run in the background by calling corresponding interface functions. In addition, it provides options of the simulation channel number for future developing ECT technique. The software significantly improves the efficiency of data processing and reduces the time cost, which is an easy-to-use tool for ECT simulation.\",\"PeriodicalId\":198522,\"journal\":{\"name\":\"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"volume\":\"33 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISP-BMEI56279.2022.9980073\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 15th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISP-BMEI56279.2022.9980073","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在电休克治疗(ECT)的安全性设计中,基于磁共振成像(MRI)的个体化真实头部模型模拟越来越被需要,以减少潜在的副作用风险。为了简化传统方法复杂的操作程序,本文在MATLAB平台上设计并实现了多通道ECT集成仿真软件。以往在COMSOL、MATLAB、AVIZO等大型软件平台上进行的MRI数据读取、MRI归一化与分割、组织分类与重构、网格生成、地理模型生成、电极放置、参数配置、电场模拟等仿真过程中的任何步骤,在MATLAB的用户友好界面中只需点击相应项目即可完成。使用MATLAB工具箱代替AVIZO等特定平台生成网格。虽然它仍然以COMSOL为核心,但COMSOL上的仿真计算等操作是通过调用相应的接口函数在后台运行的。此外,还为今后发展ECT技术提供了仿真通道数的选择。该软件显著提高了数据处理效率,减少了时间成本,是一种易于使用的ECT仿真工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Design and Implementation of Integrated Simulation Software for Multichannel Modified Electroconvulsive Therapy
Simulation in an individualized real head model based on magnetic resonance imaging (MRI) is increasingly required for safety design of electroconvulsive therapy (ECT), which aims to reduce the potential risk of side-effect. To simplify the complicated operational procedures of conventional methods, this paper designs and implements the integrated simulation software for multi-channel ECT on MATLAB platform. Any step in the simulation procedure, in detail, MRI data read, MRI normalization and segmentation, tissue classification and reconstruction, mesh generation, geographic model generation, electrodes placement, parameter configuration and electric field simulation, which are previously performed on COMSOL, MATLAB, AVIZO and other large-scale software platforms, can be performed by just clicking the corresponding item in a MATLAB user-friendly interface. It uses the MATLAB toolboxes to replace specific platforms such as AVIZO to generate mesh. Although it still takes COMSOL as the core, the simulation computations and other operations on COMSOL run in the background by calling corresponding interface functions. In addition, it provides options of the simulation channel number for future developing ECT technique. The software significantly improves the efficiency of data processing and reduces the time cost, which is an easy-to-use tool for ECT simulation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Point Cloud Registration based Track Correlation Method An End-to-end Image Feature Representation Model of Pulmonary Nodules Vision-Guided Speaker Embedding Based Speech Separation Analysis and Simulation of Interference Effects on CSK Modulation Systems Sentiment Analysis Based On Deep Residual Bidirectional Gated Recurrent Unit Neural Networks
×
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