眼科中的代理人工智能:朝着自主,适应和道德的眼科护理方向
Andrzej Grzybowski1,2, Kaikai Zhao3,4, Kai Jin3,4
1Department of Ophthalmology, University of Warmia and Mazury, Olsztyn, Poland.
Acta ophthalmologica
|February 7, 2026
概括
代理人工智能 (AI) 在医疗保健中提供自主推理和行动. 这项技术可以通过智能诊断和手术辅助,彻底改变眼科.
科学领域:
- 人工智能的人工智能
- 眼科医生 眼科 眼科
- 医疗技术 医疗技术 医学技术
背景情况:
- 代理人工智能 (AI) 系统表现出自主目标导向的推理和行动.
- 眼科是一个数据丰富的领域,非常适合探索代理AI.
- 医疗保健中的当前人工智能往往是特定任务的,与代理人工智能不同.
研究的目的:
- 概述代理人工智能的概念框架.
- 探索新兴的代理AI的眼科应用.
- 确定在眼科中对代理AI的临床转化所面临的挑战.
主要方法:
- 代理人工智能能力的概念分析.
- 对眼科潜在应用的审查.
- 讨论技术,道德和监管方面的考虑.
主要成果:
- 代理人工智能可以在复杂的环境中以最少的监督感知,计划和行动.
- 潜在的应用包括智能诊断助手,自适应性外科合作伙伴和自主人口健康代理.
- 临床翻译存在重大技术,伦理和监管挑战.
结论:
- 代理人工智能代表了眼科的变革性技术.
- 成功实施需要解决安全性,有效性和伦理方面的问题.
- 代理人工智能有可能重塑眼科护理模式.
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