{"title":"实现欧盟人工智能医疗设备生命周期的合规性:行业视角","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":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"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\":null,\"pages\":null},\"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}","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}
Towards regulatory compliant lifecycle for AI-based medical devices in EU: Industry perspectives
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.