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在胃肠内镜中使用人工智能
Chris Labaki1, Eugenia N Uche-Anya2, Tyler M Berzin3
1Department of Internal Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, 300 Brookline Avenue, Boston, MA, USA.
Gastroenterology clinics of North America
|November 3, 2024
概括
人工智能 (AI) 正在通过提高程序和患者的治疗结果来改变胃肠道内镜. 然而,对于这些先进的人工智能工具的广泛临床采用,仍然存在挑战.
科学领域:
- 胃肠内镜检查 胃肠内镜检查
- 人工智能在医学中的应用
- 医学成像分析 医学成像分析
背景情况:
- 人工智能 (AI) 在推进胃肠道 (GI) 内镜方面显示出显著的潜力.
- 人工智能在肠道内镜中的当前应用旨在提高程序质量,患者结果和操作效率.
- 该领域已经取得了早期的成功,包括对人工智能驱动的息肉检测系统的监管批准.
研究的目的:
- 审查人工智能对胃肠道内镜的影响.
- 概述AI在内镜实践中的实施的主要目标.
- 确定阻碍人工智能在内镜中的广泛临床采用的主要挑战.
主要方法:
- 对GI内镜的AI近期进展的审查.
- 对各种临床适应症的AI应用进行分析.
- 讨论与人工智能集成相关的目标和挑战.
主要成果:
- 人工智能应用是多样化的,影响程序性能,质量评估和患者的结果.
- 早期的人工智能工具,如计算机辅助的多体检测,已经获得了监管部门的批准.
- 为了更广泛地将人工智能纳入内镜的临床整合,必须克服重大障碍.
结论:
- 人工智能对改变肠道内镜具有相当大的前景.
- 解决当前的挑战对于实现人工智能在内镜实践中的全部潜力至关重要.
- 需要继续进行研究和开发,以促进人工智能的采用.
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