Rethinking the Validation Process for Medical Devices: A Cardiac Pacemaker Case Study

Sidharta Andalam, P. Roop, Avinash Malik, M. Trew
{"title":"Rethinking the Validation Process for Medical Devices: A Cardiac Pacemaker Case Study","authors":"Sidharta Andalam, P. Roop, Avinash Malik, M. Trew","doi":"10.1109/ISORC.2018.00027","DOIUrl":null,"url":null,"abstract":"Existing techniques for validation of implantable medical devices such as pacemakers are heavily dependent on expensive and timeconsuming clinical trials where the sample size is small and may not represent the variance in a larger population. To address this problem, bio-engineering researchers have proposed various high fidelity models that are used for non real-time simulation. More recently, computer science (CS) researchers have developed more abstract models that are amenable for real-time (hardware-in-theloop validation), but fail to exhibit appropriate dynamic responses. In general, the challenge remains on how to develop the organ models such that they capture the appropriate behaviour while maintaining the real-time response. In this paper, we present a generic step-by-step methodology that can aid researchers who are modelling organs for the validation of medical devices. The goal of this paper is to help: (1) introduce CS researchers to the steps involved in extracting executable organ models from bio-engineering models (2) introduce bio-engineers to emulation models and available computer hardware platforms for synthesising the organ models.","PeriodicalId":395536,"journal":{"name":"2018 IEEE 21st International Symposium on Real-Time Distributed Computing (ISORC)","volume":"229 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE 21st International Symposium on Real-Time Distributed Computing (ISORC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISORC.2018.00027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Existing techniques for validation of implantable medical devices such as pacemakers are heavily dependent on expensive and timeconsuming clinical trials where the sample size is small and may not represent the variance in a larger population. To address this problem, bio-engineering researchers have proposed various high fidelity models that are used for non real-time simulation. More recently, computer science (CS) researchers have developed more abstract models that are amenable for real-time (hardware-in-theloop validation), but fail to exhibit appropriate dynamic responses. In general, the challenge remains on how to develop the organ models such that they capture the appropriate behaviour while maintaining the real-time response. In this paper, we present a generic step-by-step methodology that can aid researchers who are modelling organs for the validation of medical devices. The goal of this paper is to help: (1) introduce CS researchers to the steps involved in extracting executable organ models from bio-engineering models (2) introduce bio-engineers to emulation models and available computer hardware platforms for synthesising the organ models.
重新思考医疗器械的验证过程:心脏起搏器案例研究
现有的植入式医疗设备(如起搏器)验证技术严重依赖于昂贵且耗时的临床试验,这些试验的样本量很小,可能无法代表更大人群中的差异。为了解决这个问题,生物工程研究人员提出了各种用于非实时仿真的高保真模型。最近,计算机科学(CS)研究人员开发了更抽象的模型,可用于实时(硬件在环验证),但无法表现出适当的动态响应。总的来说,挑战仍然是如何开发器官模型,使它们在保持实时反应的同时捕捉适当的行为。在本文中,我们提出了一种通用的循序渐进的方法,可以帮助研究人员为医疗设备的验证建模器官。本文的目的是帮助:(1)向CS研究人员介绍从生物工程模型中提取可执行器官模型所涉及的步骤(2)向生物工程师介绍仿真模型和用于合成器官模型的可用计算机硬件平台。
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