在精密外科手术中保持健康公平
Angelica Martin1, Sidra N Bonner2, David T Cooke1
1Division of General Thoracic Surgery, University of California, Davis Health, Sacramento, CA, USA.
Thoracic surgery clinics
|October 30, 2025
概括
精密外科和人工智能进步必须解决健康公平问题,以防止在护理中的偏见. 像种族中立测试和精细的风险模型这样的策略对于公平的胸部手术结果至关重要.
科学领域:
- 手术方面的创新.
- 卫生公平性健康公平性
- 医学伦理学医学伦理学
背景情况:
- 精准医学和人工智能 (AI) 正在改变外科护理.
- 现有的医疗保健差异可能会被新技术放大.
- 在手术决策中确保公平是最重要的.
研究的目的:
- 检查人工智能和精准医学对外科手术健康公平的影响.
- 确定算法和技术访问中的偏差如何造成差异.
- 提出可行的策略,以减轻胸部外科手术中的不平等.
主要方法:
- 分析临床算法中的偏差和基于种族的纠正.
- 评估对下一代测序等先进技术的不平等获取.
- 对肺功能测试和风险建模当前实践的审查.
主要成果:
- 偏见的算法和不平等的技术访问使胸部手术的差异持续存在.
- 在临床实践中基于种族的纠正可能会加剧不平等.
- 当前的风险模型可能无法充分考虑不同患者群体.
结论:
- 缓解不平等需要采用种族中立的肺功能测试.
- 完善风险模型,使其公平,对于公平的手术决策至关重要.
- 实施促进公平的政策对于准确手术中公平的患者护理至关重要.
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