在人工智能时代保护患者:在药监监管中,伦理学处于最前沿
Ashish Jain1, Maribel Salas2, Omar Aimer3
1Curis Inc., 128 Spring Street, Suite 500, Lexington, MA, 02421, USA. JainashishL89@gmail.com.
Drug safety
|September 27, 2024
概括
药监中的人工智能 (AI) 提供了好处,但也引发了伦理方面的担忧. 解决公平性,透明度和问责制对于负责任的AI在药物安全方面的实施至关重要.
科学领域:
- 药物监督和人工智能 药物监督和人工智能
- 生物伦理与医疗保健技术
背景情况:
- 人工智能 (AI) 越来越多地被采用在药物监测中用于药物安全监测.
- 这种整合引入了重要的伦理挑战,包括公平,非歧视,合规和问责制.
- 这些伦理考虑对于药物开发中的风险评估和监管合规性至关重要.
研究的目的:
- 探索与药物监管中的AI相关的伦理问题.
- 为解决AI决策中的药物安全挑战提供路线图.
- 确定在医疗保健中道德AI的负责任方法和最佳实践.
主要方法:
- 在人工智能驱动的药物监管中分析伦理原则.
- 检查数据收集,隐私,透明度,问责制,模型培训和可解释性.
- 对医疗保健中人工智能的现有举措和伦理框架的审查.
主要成果:
- 确定了主要的伦理问题:公平,非歧视,合规和责任.
- 应对挑战的重要领域包括数据隐私,透明度,问责制和可解释性.
- 提出了负责任的方法和道德框架,以加强AI在药物安全方面的使用.
结论:
- 透明度,问责制,数据保护和公平性对于药物监管中的道德AI至关重要.
- 合作是必要的,以开发一个认知框架,以整合道德的人工智能.
- 将创新与道德责任相平衡,对于改善公共卫生和患者安全至关重要.
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