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内镜医师对人工智能辅助结肠镜检查的认知、看法和行为。

Knowledge, perceptions and behaviours of endoscopists towards the use of artificial intelligence-aided colonoscopy.

机构信息

Department of General Surgery, Sengkang General Hospital, SingHealth Services, Singapore, Singapore.

Colorectal Service, Department of General Surgery, Sengkang General Hospital, SingHealth Services, 110 Sengkang East Way, Singapore, 544886, Singapore.

出版信息

Surg Endosc. 2023 Oct;37(10):7395-7400. doi: 10.1007/s00464-023-10412-3. Epub 2023 Sep 5.

Abstract

BACKGROUND

Recent developments in artificial intelligence (AI) systems have enabled advancements in endoscopy. Deep learning systems, using convolutional neural networks, have allowed for real-time AI-aided detection of polyps with higher sensitivity than the average endoscopist. However, not all endoscopists welcome the advent of AI systems.

METHODS

We conducted a survey on the knowledge of AI, perceptions of AI in medicine, and behaviours regarding use of AI-aided colonoscopy, in a single centre 2 months after the implementation of Medtronic's GI Genius in colonoscopy. We obtained a response rate of 66.7% (16/24) amongst consultant-grade endoscopists. Fisher's exact test was used to calculate the significance of correlations.

RESULTS

Knowledge of AI varied widely amongst endoscopists. Most endoscopists were optimistic about AI's capabilities in performing objective administrative and clinical tasks, but reserved about AI providing personalised, empathetic care. 68.8% (n = 11) of endoscopists agreed or strongly agreed that GI Genius should be used as an adjunct in colonoscopy. In analysing the 31.3% (n = 5) of endoscopists who disagreed or were ambivalent about its use, there was no significant correlation with their knowledge or perceptions of AI, but a significant number did not enjoy using the programme (p-value = 0.0128) and did not think it improved the quality of colonoscopy (p-value = 0.033).

CONCLUSIONS

Acceptance of AI-aided colonoscopy systems is more related to the endoscopist's experience with using the programme, rather than general knowledge or perceptions towards AI. Uptake of such systems will rely greatly on how the device is delivered to the end user.

摘要

背景

人工智能(AI)系统的最新发展使得内窥镜技术取得了进步。深度学习系统使用卷积神经网络,可以实现比普通内镜医生更高敏感性的实时 AI 辅助息肉检测。然而,并非所有内镜医生都欢迎 AI 系统的出现。

方法

在 Medtronic 的 GI Genius 在内窥镜中实施 2 个月后,我们在一个中心对 AI 知识、医学中对 AI 的看法以及 AI 辅助结肠镜使用行为进行了调查。我们获得了顾问级内镜医生的 66.7%(16/24)的回复率。我们使用 Fisher 精确检验来计算相关性的显著性。

结果

内镜医生对 AI 的了解差异很大。大多数内镜医生对内镜医生对 AI 执行客观行政和临床任务的能力持乐观态度,但对 AI 提供个性化、富有同情心的护理持保留态度。68.8%(n=11)的内镜医生同意或强烈同意 GI Genius 应该在内窥镜检查中作为辅助手段使用。在分析 31.3%(n=5)不同意或对其使用持矛盾态度的内镜医生时,他们对 AI 的知识或看法与使用的相关性没有显著相关性,但相当一部分人不喜欢使用该程序(p 值=0.0128),并且不认为它提高了结肠镜检查的质量(p 值=0.033)。

结论

AI 辅助结肠镜检查系统的接受程度更多地与内镜医生使用该程序的经验有关,而不是与他们对 AI 的一般了解或看法有关。此类系统的采用将在很大程度上取决于该设备如何交付给最终用户。

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