人工智能在过敏学中的应用的伦理方面
Sonja Mathes1, Sebastian Seurig2, Stephan Traidl3
1Department of Dermatology and Allergy, School of Medicine and Health, Technische Universität München, Munich.
Allergologie select
|October 30, 2025
概括
人工智能 (AI) 在过敏学中显示出对诊断和监测的前景. 然而,像偏见和数据保护这样的伦理考虑对于临床实施至关重要.
科学领域:
- 过敏和免疫学 过敏和免疫学
- 医疗信息学 医疗信息学
背景情况:
- 人工智能 (AI) 在过敏学中具有多样化的应用,包括诊断,疾病预测和患者监测.
- 人工智能支持分散的临床研究和对过敏反应的实时跟踪.
研究的目的:
- 本综述探讨了AI在过敏学中的潜在应用.
- 它还批判性地评估了围绕人工智能在现场实施的伦理考虑.
主要方法:
- 对目前在过敏学中的人工智能应用的文献综述.
- 对医疗保健中的AI相关的伦理挑战和生物伦理原则的分析.
主要成果:
- 人工智能在预测挑测试和抗生素取消标签方面显示出潜力.
- 临床采用受到技术,数据质量和伦理问题的阻碍,包括偏见,公平,数据保护和问责制.
- 确保AI的稳定性至关重要,以防止不准确的建议造成伤害.
结论:
- 过敏学中的AI需要明确的指导方针,以自主性,正义和非恶性为基础.
- 需要具体的AI法规来补充现有的生物伦理原则.
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