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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Endoscopic Ultrasound (EUS) and FibroScan are valuable diagnostic tools in gastroenterology and hepatology, each with specific applications and techniques.
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内镜中的人工智能:概述,应用和未来的方向

Arif A Arif1, Shirley X Jiang1, Michael F Byrne2

  • 1Department of Medicine, University of British Columbia, Vancouver, BC, Canada.

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概括

医学中的人工智能 (AI) 正在改变胃肠道学内镜. 将人工智能工具分为计算机辅助检测 (CADe),诊断 (CADx) 和质量评估 (CADq) 的分类有助于系统评估和程序改进.

关键词:
人工智能的人工智能是人工智能.巴雷特的 巴雷特的IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD IBD囊内镜检查 囊内镜检查通过内镜检查 (endoscopy) 进行内镜检查聚合物 (polyp) 是一种多重体.

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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:

  • 人工智能 (AI) 正在迅速推进医疗应用,特别是在胃肠病学内镜中.
  • 越来越多的人工智能研究需要结构化的分类来进行有效的评估.

研究的目的:

  • 在胃肠病学内镜中组织和分类人工智能应用.
  • 根据它们的功能系统地评估AI能力:计算机辅助检测 (CADe),诊断 (CADx) 和质量评估 (CADq).

主要方法:

  • 人工智能内镜应用的分类为CADe,CADx和CADq.
  • 审查现有研究,以评估每个AI类别的性能和潜力.

主要成果:

  • 在检测食道,胃和结肠瘤,以及小肠出血和克罗恩病方面,CADe显示出前景.
  • CADx应用程序使用光学活检进行瘤特征和炎症疾病分级.
  • CADq应用程序的重点是提高程序质量和效率.

结论:

  • 人工智能分为CADe,CADx和CADq的分类为了解当前能力提供了一个框架.
  • 未来的内镜人工智能有望提供先进的治疗方法和综合多式联络系统.
  • 人工智能准备在胃肠病学中彻底改变内镜手术和临床决策.