在面外科手术中采用人工智能的伦理和监管考虑
1Department of Plastic Surgery, Cleveland Clinic, Cleveland, OH.
The Journal of craniofacial surgery
|January 16, 2026
概括
人工智能 (AI) 提供了面外科手术的进步,但也引发了伦理和监管方面的担忧. 负责任的实施需要解决偏见,隐私和对患者安全和信任的问责制.
科学领域:
- 手术技术 手术技术
- 医学伦理 医学伦理
- 监管科学 监管科学
背景情况:
- 人工智能 (AI) 越来越多地被整合到面外科手术中,用于诊断,手术规划和结果预测等任务.
- 人工智能工具的临床采用带来了复杂的伦理和监管挑战,特别是对于儿科患者群体.
研究的目的:
- 审查和综合负责的人工智能在面外科手术采用道德原则.
- 检查医疗器械人工智能的全球监管格局.
- 提出一个框架,以确保人工智能在面护理中的安全和公平实施.
主要方法:
- 文献审查和与医疗保健中的AI相关的伦理原则的综合.
- 美国FDA和欧盟监管框架的分析.
- 在面外科手术中开发人工智能的务实实施框架.
主要成果:
- 关键的伦理考虑包括知情同意,算法偏见,数据隐私,透明度和临床医生的问责制.
- 基于AI/ML的软件作为医疗器械 (SaMD) 的全球法规正在发展,在美国和欧盟有不同的方法.
- 一个拟议的框架强调了人工智能系统的治理,验证,审计和以公平为中心的部署.
结论:
- 建立强有力的道德准则和监管途径对于AI在面外科手术中至关重要.
- 专业特定治理对于利用人工智能的潜力至关重要,同时确保患者的安全和信任.
- 持续监测和市场后治理对人工智能系统至关重要,特别是那些具有学习能力的系统.
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