总产品生命周期监管考虑和推对生成AI支持医疗器械的建议
Antonis A Armoundas1,2, Jagmeet P Singh3
1Cardiovascular Research Center, Massachusetts General Hospital, 149 13th Street, Charlestown, MA 02129, USA.
European heart journal. Digital health
|March 6, 2026
概括
医疗保健中的生成人工智能 (GenAI) 需要更新法规. 适应全产品生命周期 (TPLC) 方法对于安全有效的GenAI医疗器械开发和部署至关重要.
科学领域:
- 医疗保健技术法规 医疗保健技术法规
- 医学中的人工智能
- 医疗器械开发 医疗器械开发
背景情况:
- 生成型人工智能 (GenAI) 的快速出现在医疗保健领域带来了独特的挑战.
- 现有的监管框架往往是分散的,并且没有能力处理快速发展的人工智能技术的复杂性.
- 确保患者安全和设备有效性需要采取积极主动的监管合规方法.
研究的目的:
- 突出需要适应全产品生命周期 (TPLC) 范式用于 GenAI 支持的医疗器械.
- 强调所有利益相关者积极参与监管合规的重要性.
- 为导航在医疗保健中GenAI不断变化的监管格局提供建议.
主要方法:
- 对医疗保健中人工智能的当前监管环境的分析.
- 阐明将传统TPLC应用于非决定性软件的挑战.
- 对GenAI医疗器械的国家和国际监管考虑的审查.
主要成果:
- 医疗保健中的GenAI目前的监管环境是分散的.
- 适应TPLC对于GenAI设备的市场前评估,变更控制和市场后监测至关重要.
- 积极的利益相关者参与是必要的,以管理风险和确保安全.
结论:
- 修改TPLC方法对于管理GenAI医疗器械风险至关重要.
- 对于开发商,提供商和临床医生来说,了解各种规则是关键.
- 有效的风险管理确保了改善患者的治疗结果和利益相关者的协调.
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