一个人工智能驱动的智能手机应用程序的临床试验试验的肠道准备结肠镜检查:一个随机临床试验
Huang Zhong1, Cong Hou1, Zhong Huang1
1Department of Gastroenterology, Zigong First People's Hospital, Zigong, China.
Scandinavian journal of gastroenterology
|December 22, 2024
概括
人工智能 (AI) 智能手机软件显著提高了结肠镜检查准备质量和多检测率. 这种人工智能工具提供了一种有希望的,准确的方法来评估肠道准备,提高患者的结果.
科学领域:
- 胃肠病学 胃肠病学
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 高质量的肠道准备对于成功的结肠镜术程序至关重要.
- 这项研究调查了人工智能驱动的智能手机软件对肠道准备质量的影响.
研究的目的:
- 评估AI智能手机软件在评估和改善结肠镜检查肠道准备质量的有效性.
- 将人工智能辅助的肠道制备与传统方法进行比较.
主要方法:
- 开发了一个AI模型,使用3305个手机图像来准备肠道.
- 随机分配232名患者到AI组 (n=116) 和对照组 (n=116).
- 波士顿肠道准备量表 (BBPS) 的比较得分,聚检测率和不同组之间的不良事件.
主要成果:
- 人工智能模型 (EfficientNetV2) 实现了87%的准确度,83%的灵敏度和0.86 AUC.
- 人工智能组的BBPS得分显著更高 (6.78比5.35,p=0.001) 和聚检测率 (71.55%比56.90%,p=0.020).
- 人工智能提醒,遵守和饮用水分都与最佳BBPS分数 (≥6) 独立相关.
结论:
- 人工智能驱动的智能手机软件提供了准确的肠道准备评估.
- 与传统方法相比,这种技术提高了聚检测率,并显示出显著的临床价值.
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