人工智能系统提高了消化内镜检查的质量:一个潜在的预测和测试后单中心临床试验
Zewen Xu1, Yongrong Li1, Peiqiang Su1
1Department of Gastroenterology, Hainan General Hospital, Hainan Affiliated Hospital of Hainan Medical University, Haikou, China.
概括
人工智能 (AI) 显著改善了胃肠道癌前病变的检测,尤其是初级医生. 这种人工智能辅助内镜可以提高早期癌症诊断和患者管理.
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:
- 海南总医院的一项研究评估了人工智能 (AI) 系统对检测胃肠道癌前病变的影响.
- 这项研究使用了ENDOANGEL系统来评估AI在内镜手术中的有效性.
研究的目的:
- 评估人工智能系统对胃肠道癌前病变检测率的影响.
- 为了比较传统内镜与人工智能辅助内镜的诊断性能.
- 分析人工智能对不同经验水平的医生的影响.
主要方法:
- 进行了一项前性,随机化,前测试后测试,单中心临床试验.
- 胃癌前病变和肠腺瘤的检测率在基线和干预后阶段之间进行了比较.
- 建立了对照组 (传统内镜) 和实验组 (人工智能辅助内镜),分析了人工智能对不同年长医生的影响.
主要成果:
- 人工智能协助显著提高了检测肠道代谢 (14.23% vs 9.15%),缩 (22.76% vs 17.28%) 和肠道腺瘤 (48.52% vs 24.58%) 的检测率.
- 对于初级医生来说,在检测肠道代谢 (14.39% vs 9.09%),缩 (22.04% vs 15.31%) 和肠道腺瘤 (45.18% vs 29.27%) 方面,改善特别显著.
结论:
- 人工智能系统在提高癌前胃肠道疾病的检测方面显示出巨大的潜力.
- 人工智能辅助内镜特别有利于经验较少的内镜师,提高了诊断准确度.
- 这一进步可以带来更好的患者随访策略,并降低错过早期癌症诊断的风险.
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