Towards regulatory compliant lifecycle for AI-based medical devices in EU: Industry perspectives

Tuomas Granlund, Vlad Stirbu, Tommi Mikkonen
{"title":"Towards regulatory compliant lifecycle for AI-based medical devices in EU: Industry perspectives","authors":"Tuomas Granlund, Vlad Stirbu, Tommi Mikkonen","doi":"arxiv-2409.08006","DOIUrl":null,"url":null,"abstract":"Despite the immense potential of AI-powered medical devices to revolutionize\nhealthcare, concerns regarding their safety in life-critical applications\nremain. While the European regulatory framework provides a comprehensive\napproach to medical device software development, it falls short in addressing\nAI-specific considerations. This article proposes a model to bridge this gap by\nextending the general idea of AI lifecycle with regulatory activities relevant\nto AI-enabled medical systems.","PeriodicalId":501278,"journal":{"name":"arXiv - CS - Software Engineering","volume":"59 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Software Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.08006","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

Despite the immense potential of AI-powered medical devices to revolutionize healthcare, concerns regarding their safety in life-critical applications remain. While the European regulatory framework provides a comprehensive approach to medical device software development, it falls short in addressing AI-specific considerations. This article proposes a model to bridge this gap by extending the general idea of AI lifecycle with regulatory activities relevant to AI-enabled medical systems.
实现欧盟人工智能医疗设备生命周期的合规性:行业视角
尽管人工智能驱动的医疗设备在医疗保健领域具有巨大的变革潜力,但人们对其在生命攸关的应用中的安全性仍然存在担忧。虽然欧洲的监管框架为医疗设备软件开发提供了一种全面的方法,但在解决人工智能的具体问题方面却存在不足。本文提出了一个模型,通过扩展人工智能生命周期的一般概念,将与人工智能医疗系统相关的监管活动纳入其中,从而弥补这一不足。
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:481959085
Book学术官方微信