{"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.