内镜医生对使用人工智能辅助结肠镜术的知识,感知和行为
Sarah Tham1, Frederick H Koh2,
1Department of General Surgery, Sengkang General Hospital, SingHealth Services, Singapore, Singapore.
内镜医生对人工智能辅助结肠镜的接受取决于用户的经验,而不是一般人工智能知识. 有效地提供人工智能工具是采用临床实践的关键.
科学领域:
- 医学技术 医学技术 医学技术
- 医学中的人工智能
- 胃肠病学 胃肠病学
背景情况:
- 人工智能 (AI) 系统,特别是深度学习,通过实时多检测来增强内镜.
- 人工智能辅助的息肉检测显示出比平均内镜师更高的灵敏度.
- 并非所有内镜师都愿意在他们的实践中接受人工智能集成.
研究的目的:
- 调查内镜师对AI在医学中的知识和看法.
- 评估内镜师对人工智能辅助结肠镜使用后实施的行为.
- 了解影响人工智能在结肠镜中应用的因素.
主要方法:
- 在GI Genius实施两个月后,在顾问级内镜师中进行了一项调查.
- 达到了66.7% (16/24) 的反应率.
- 费舍尔的精确测试分析了人工智能知识,感知和使用行为之间的相关性.
主要成果:
- 对人工智能的内镜学家的知识差异很大.
- 大多数内镜学家对人工智能用于客观任务持乐观态度,但对个性化护理持保留态度.
- 68.8%的人同意GI Genius应该是辅助剂;然而,非用户表示不喜欢,没有感知到质量改善.
结论:
- 内镜医生对人工智能辅助结肠镜检查的接受与直接使用该技术的经验有关,而不是一般人工智能知识或感知.
- 人工智能系统的成功采用取决于最终用户的交付和培训过程.
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