[人工智能在提高结肠镜检查质量的作用]
Ji Hyun Kim1, Sung Chul Park1, Hyun-Soo Kim2
1Department of Internal Medicine, Kangwon National University College of Medicine, Chuncheon, Korea.
概括
人工智能 (AI) 提高了结肠镜检查的质量,帮助检测多胞胎和评估程序的有效性. 这项技术有望通过尽量减少错误和提高诊断准确性来降低结直肠癌的死亡率,从而改善患者的治疗结果.
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:
- 结肠直肠癌是韩国的一个重大健康问题.
- 结肠镜质量对于早期检测和预防至关重要,但受人类因素的影响.
- 尽量减少结肠镜检查中的错误可以减少与癌症相关的死亡率.
研究的目的:
- 探索人工智能 (AI) 在改善结肠镜中的应用.
- 审查人工智能工具用于多检测 (CADe),诊断 (CADx) 和质量评估 (CAQ).
主要方法:
- 对计算机辅助检测 (CADe) 和诊断 (CADx) 的人工智能模型的审查.
- 对人工智能进行计算机辅助质量评估 (CAQ) 的评估,包括吸收时间,切卡插入和表面观测.
- 对结肠镜中AI发表的临床研究的分析.
主要成果:
- 人工智能系统 (CADe,CADx) 是可用的,在检测和表征多重体方面显示出有用性.
- 质量评估 (CAQ) 的AI正在研究其临床实用性.
- 人工智能显示出帮助内镜医生的潜力,并改善结肠镜检查的性能.
结论:
- 人工智能技术为改善结肠镜检查程序提供了巨大的潜力.
- 需要进一步评估人工智能在临床结肠镜检查中的实际好处和成本效益.
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