代理人工智能在医疗保健中的作用:一个范围审查
Bernardo G Collaco1, Syed Ali Haider1, Srinivasagam Prabha1
1Division of Plastic Surgery, Mayo Clinic, Jacksonville, FL, USA.
NPJ digital medicine
|March 15, 2026
概括
代理人工智能 (AI) 在医疗保健中显示出实现自主临床目标的潜力. 然而,目前的研究是有限的,强调需要更清晰的定义和强大的验证,以确保安全的整合.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 医学中的人工智能
- 临床信息学是一种临床信息学.
背景情况:
- 代理人工智能,即为临床目标自主运行的系统,是医疗保健领域的一个新兴领域.
- 现有的文献缺乏明确的定义,区分人工智能代理人和代理人工智能.
- 需要在临床实践中探索Agentic AI的应用和准备.
研究的目的:
- 进行对医疗保健中的代理人工智能应用进行范围审查.
- 识别和分析代理人工智能系统的特征和报告结果.
- 评估医药中Agentic AI研究和临床验证的当前状态.
主要方法:
- 在五个主要数据库中进行了全面的范围审查.
- 确定并分析了七项专注于医疗保健中的代理人工智能的合格研究.
- 审查综合了系统特征,应用领域和报告结果的信息.
主要成果:
- 在紧急医疗,瘤学,放射学和康复中发现了代理AI系统.
- 关键特征包括自主操作,目标导向行为和行动启动.
- 报告的结果在诊断,治疗计划和工作流程优化方面表现出高准确性,尽管临床验证有限.
结论:
- 代理人工智能对通过自主能力推进医疗保健提供具有重大前景.
- 该领域是新兴的,以探索性研究和缺乏严格的临床验证为特征.
- 标准化定义,监管框架和强有力的评估对于安全有效的代理人工智能实施至关重要.
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