增强型智能和皮肤病学 - 第二部分:偏见,基准,指南,道德,监管和未来方向
Edwin Dovigi1, Shannon Wongvibulsin2, Ivy Lee3
1Department of Dermatology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA.
Journal of the American Academy of Dermatology
|March 16, 2025
概括
皮肤病学中的人工智能 (AI) 面临技术和实施挑战. 本综述指导临床医生在道德和法律上使用人工智能工具,以改善患者护理和实践整合.
科学领域:
- 皮肤病学 皮肤病学
- 人工智能的人工智能
- 医疗技术 医疗技术 医学技术
背景情况:
- 人工智能 (AI) 工具在医学中越来越普遍.
- 在开发和评估人工智能技术方面仍然存在重大挑战.
- 人工智能在临床皮肤病学中的负责任,道德和法律实施存在差距.
研究的目的:
- 解决可信和负责任的人工智能的技术挑战和原则.
- 描述与皮肤病学中的AI相关的伦理挑战.
- 为指导安全,有效和道德的人工智能实施提供资源.
主要方法:
- 审查人工智能开发和评估中的技术挑战.
- 对AI在临床实践中的伦理考虑的分析.
- 为负责任的人工智能采用资源的汇编.
主要成果:
- 确定了人工智能开发中的关键技术障碍.
- 人工智能在皮肤病学中的伦理考虑是详细的.
- 提供了评估AI工具临床适用性的指导.
结论:
- 学习者将有能力批判性地评估AI工具.
- 了解技术和伦理方面的理解对于人工智能采用至关重要.
- 通过适当的指导,人工智能可以安全有效地集成.
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