眼科人工智能:进展,挑战和伦理影响
Maria Cristina Savastano1, Clara Rizzo2, Claudia Fossataro3
1Ophthalmology Unit, "Fondazione Policlinico Universitario A. Gemelli IRCCS", Rome, Italy; Catholic University "Sacro Cuore,", Rome, Italy.
Progress in retinal and eye research
|June 5, 2025
概括
人工智能 (AI) 为眼科提供了显著的好处,但为了安全实施,必须克服诸如偏见和数据隐私之类的监管,伦理和技术挑战.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能的人工智能
- 医疗保健技术 技术 医疗保健 技术
背景情况:
- 人工智能 (AI) 在眼科的整合有望改善诊断,优化工作流程和改善患者护理.
- 重要的监管,伦理和技术障碍阻碍了人工智能在眼睛护理中的广泛采用.
研究的目的:
- 探索围绕眼科人工智能的关键监管和伦理问题.
- 突出人工智能在眼科实践中负责任和值得信赖的整合策略.
主要方法:
- 对眼科人工智能应用的当前文献的综述.
- 分析监管,道德和技术方面的挑战.
- 确定负责的人工智能实施策略.
主要成果:
- 人工智能采用面临诸多挑战,包括偏见,透明度问题 (黑子问题),数据隐私风险,人工智能产生的不准确性 ("幻觉") 和网络安全威胁.
- 尽管面临挑战,但人工智能在改善获得护理的机会方面显示出潜力,以人工智能辅助的糖尿病视网膜病变查为例.
- 金融和基础设施障碍阻碍了广泛采用,需要利益相关方的合作.
结论:
- 解决偏见,确保透明度和保护数据对于眼科人工智能道德部署至关重要.
- 监管机构,提供商,开发人员和决策者之间的协作努力对于建立可信的人工智能指南至关重要.
- 负责任的AI整合可以显著提升眼科诊断,患者护理和可访问性.
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