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Updated: Sep 10, 2025

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在医疗监管领域脱人工智能透明度
Tatiana Aranovich1, Rita Matulionyte2, Farah Magrabi3
1PhD Researcher, Macquarie Law School, Macquarie University.
Journal of law and medicine
|August 25, 2025
概括
医疗保健中的人工智能需要透明度和信任. 为了实现这一目标,需要明确哪些信息以及如何共享,特别是在人工智能医疗设备方面.
科学领域:
- 卫生信息学
- 人工智能
- 医疗器械法规
背景情况:
- 人工智能 (AI) 正在医疗保健领域迅速发展,
- 透明度对于确保医疗应用中人工智能技术的质量,安全性和可信度至关重要.
- 人工智能透明度在医疗保健中的含义往往含糊不清,需要明确的定义.
研究的目的:
- 研究人工智能在医疗保健中的透明度.
- 将人工智能透明度与人工智能可解释性等相关概念区分开来.
- 探索人工智能医疗设备用户提高透明度的挑战.
主要方法:
- 对人工智能在医疗保健中的透明度进行文献审查.
- 分析政策文件以确定人工智能透明度的新兴共识.
- 对人工智能透明性的利益相关方分析.
主要成果:
- 人工智能在医疗保健中的透明度至关重要,
- 新兴的共识区分了人工智能透明度和可解释性.
- 为人工智能医疗设备的用户提供适当的信息存在关键挑战.
结论:
- 人工智能在医疗设备中的透明度被认为是至关重要的, 显著的障碍是缺乏透明度.
- 对于不同背景和利益相关者来说,确定适当的信息水平至关重要.
- 提供信息以实现透明度目标的有效方法尚未完全建立.
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