胃肠内镜中的人工智能:当前的证据和未来的方向
1Xiangya Hospital of Central South University, Changsha, Hunan, China.
Therapeutic advances in gastrointestinal endoscopy
|December 29, 2025
概括
人工智能 (AI) 通过提高病变检测和聚类分类准确度来增强胃肠道 (GI) 内镜. 虽然人工智能显示出前景,但实施和数据方面的挑战需要进一步研究以获得最佳的患者结果.
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:
- 胃肠内镜对于诊断胃肠道疾病至关重要,但在人类依赖的病变检测方面面临局限性.
- 人工智能 (AI) 为改善内镜手术诊断精度和效率提供了一个有前途的技术解决方案.
研究的目的:
- 审查人工智能对胃肠道 (GI) 内镜手术的影响,重点关注病变识别,分类,恶性息肉检测和临床干预.
- 确定AI在临床胃肠病学中的实施现有障碍和未来指导方针.
主要方法:
- 通过使用PubMed,Scopus,ScienceDirect,Elsevier和Springer等数据库进行了全面的文献调查.
- 评估了2019年以后发表的研究,重点关注GI内镜检查中的AI性能.
主要成果:
- 人工智能在内镜视觉检查中的整合显著提高了食管胃管腺镜和结肠镜病变的诊断准确度,超过了传统方法.
- 人工智能增强了恶性息肉状况的预测,有助于治疗决策并减少不必要的活检.
- 人工智能的采用提高了诊断结果,治疗效率和GI内镜中的临床决策能力.
结论:
- 人工智能在肠道内镜方面的进步提高了诊断准确性和治疗效率.
- 克服技术,数据偏差,监管和临床实施挑战对于人工智能完全融入常规实践至关重要.
- 需要进一步的研究和技术改进,以优化AI在改善肠道内镜患者治疗结果方面的作用.
相关概念视频
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