作为医疗器械监管的人工智能软件的全球协调:解决挑战和统一标准
1Health Management and Leadership Discipline, School of Public Health and Social Work, Faculty of Health, Queensland University of Technology, Brisbane, Queensland.
Mayo Clinic proceedings. Digital health
|April 10, 2025
概括
全球协调人工智能 (AI) 软件作为医疗器械 (AI-SaMD) 规定至关重要. 这涉及全球AI-SaMD安全,有效性和安全的统一战略.
科学领域:
- 医疗技术 医疗技术 医学技术
- 监管科学 监管科学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 整合到医疗器械软件中,带来了巨大的机遇和挑战.
- 随着技术的进步,确保AI软件作为医疗设备 (AI-SaMD) 的安全,有效性和安全性至关重要.
- 目前AI-SaMD的监管格局缺乏凝聚力,地区方法各不相同.
研究的目的:
- 突出全球协调AI-SaMD法规的必要性.
- 检查美国,欧盟,中国和澳大利亚的关键监管框架.
- 确定监管协调的关键要素.
主要方法:
- 对AI-SaMD的国际监管框架进行比较分析.
- 探索关键的协调组件:算法透明度,风险管理,数据安全和临床评估.
- 倡导国际标准和全球数据安全协议.
主要成果:
- 对于AI-SaMD,在不同地区存在不同的监管策略.
- 协调的关键领域包括算法透明度,强大的风险管理,严格的数据安全性和彻底的临床评估.
- 跨境合作对于全球AI-SaMD监管至关重要.
结论:
- 全球协调的法规对于AI-SaMD的安全和有效部署至关重要.
- 需要国际标准和合作努力来解决AI-SaMD监管的复杂性.
- 协调的方法将促进信任,并促进全球采用AI-SaMD.
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