一个人更好吗? 人工智能可以在没有临床医生的输入的情况下展示卓越的性能.
Joshua Kovoor1, Daksh Tyagi2, Ashley Hopkins3
1Ballarat Base Hospital, Ballarat, Victoria, Australia.
Internal medicine journal
|February 21, 2025
概括
人与人工智能 (AI) 的协作并不总是医疗保健任务的最佳选择. 有时,单独的人工智能表现更好,这表明人工智能自主性可能会在特定情况下改善患者的结果.
科学领域:
- 医疗保健技术 医疗保健技术 医疗保健技术
- 人与计算机的互动.
- 医疗人工智能的人工智能
背景情况:
- 人类与人工智能协作的普遍最佳性假设越来越受到挑战.
- 新兴研究表明,人工智能可以在特定任务中胜过人类-人工智能联合努力.
研究的目的:
- 讨论人工智能超越人类-人工智能团队的原因.
- 探索影响人类-人工智能协同作用的因素.
- 确定临床医生为AI性能提供净益处的场景.
主要方法:
- 文献综述和对最近关于人类-人工智能在医疗保健中的合作研究的批判性分析.
- 探索人类-人工智能协同作用的理论框架.
- 讨论临床影响和实际考虑.
主要成果:
- 在某些任务中,单独使用人工智能比人类与人工智能协作表现出更高的性能.
- 影响协同作用的因素包括任务复杂性,AI能力和人类专业知识.
- 确定临床医生对人工智能增值的精确点至关重要.
结论:
- 人与人工智能的协作在医疗保健中并不普遍是最佳的.
- 在特定的临床场景中,人工智能自主性可能是有益的.
- 优化患者的治疗结果需要对整合人工智能的细微方法,可能允许人工智能的自主性.
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