专家-人工智能协作培训新手内镜师:提高效率的道路
Zhen Zhang1,2, Bai-Sheng Chen3, Ling Du1,2
1Endoscopy Center, Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Bioengineering (Basel, Switzerland)
|June 26, 2025
概括
一个人工智能辅助系统 (EndoAdd) 显著改善了新手内镜师的食管胃管腺镜 (EGD) 培训. 人工智能工具减少了盲点和增强了病变检测,加速了技能获取.
科学领域:
- 医疗培训 医疗培训 医学培训
- 人工智能在医学中的应用
- 胃肠病学 胃肠病学
背景情况:
- 消化管胃管腺镜 (EGD) 对于诊断上部胃肠道问题至关重要.
- 对于新的内镜医生来说,传统的EGD培训面临着效率和一致性的挑战.
- 这项研究研究了一种人工智能辅助系统,EndoAdd,以增强EGD培训.
研究的目的:
- 评估人工智能辅助的EndoAdd系统在提高初学者内镜师性能方面的有效性.
- 评估实时人工智能反对减少EGD程序期间盲点的影响.
- 确定人工智能协助是否可以提高EGD培训中的病变检测和照片记录质量.
主要方法:
- 进行了一项随机对照试验,涉及8名初学者内镜师.
- 参与者被分为一个人工智能辅助组 (EndoAdd) 和一个控制组 (传统培训).
- 该EndoAdd系统提供实时反对盲点和摄影文档质量.
主要成果:
- 该EndoAdd系统显示了高精度 (98.0%) 和AUC (0.984).
- 人工智能辅助组显示,盲点显著减少,照片记录得到改善.
- 在EndoAdd组中,损伤检测率更高,检查时间没有增加.
结论:
- 人工智能辅助的EndoAdd系统有效地提高了EGD的初学者内镜师的表现.
- EndoAdd显著减少了盲点,并在训练期间改善了病变检测.
- 人工智能系统有望加速内镜教育并改善手术结果.
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