在结肠镜检查中使用人工智能的提供者态度和看法:系统性审查和元分析
Saeed Soleymanjahi1, Niroop Rajashekar2, Sunny Chung3
1Division of Gastroenterology, Mass General Brigham, Harvard School of Medicine, Boston, Massachusetts.
Gastro hep advances
|September 8, 2025
概括
胃肠道学提供者对结肠镜术的人工智能 (AI) 有兴趣,他们相信它可以改善多体检测. 然而,对成本的担忧,假阳性和指导方针仍然是人工智能采用的重大障碍.
科学领域:
- 胃肠病学 胃肠病学
- 医疗技术 医疗技术 医学技术
- 人工智能的人工智能
背景情况:
- 结肠镜是结肠直肠癌查的标准,但取决于操作者.
- 在结肠镜检查中整合人工智能 (AI) 为改善腺瘤检测提供了潜力.
- 成功实施人工智能需要了解提供者的态度和有效的人类-人工智能合作.
研究的目的:
- 系统地审查提供者对人工智能辅助结肠镜检查的态度和观点.
- 汇集有关提供者的兴趣,感知到的好处和对结肠镜中人工智能的担忧的数据.
主要方法:
- 对13项涉及1538名医疗保健提供者的研究进行了系统审查.
- 对关键结果的聚合比例 (Pp) 和95%置信区间 (CI) 的分析.
- 根据参与者投票,确定排名最高的感知优势和缺点.
主要成果:
- 绝大多数提供者 (80%) 表示有兴趣使用人工智能辅助结肠镜.
- 大多数提供者 (74%) 认为人工智能可以提高腺瘤或息肉检测率.
- 关键问题包括成本 (52%),高假阳性率和缺乏临床指南.
结论:
- 胃肠病学提供者通常对结肠镜检查中的AI敏感,预计可以提高检测率.
- 供应商的接受受到了受益感的影响,而不是对财务影响,准确性和监管框架的担忧.
- 解决供应商的担忧对于成功将AI整合到结直肠癌查中至关重要.
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