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内镜中的人工智能:未来的民意调查

Omar Elshaarawy1, Mohamed Alboraie2, Mohamed El-Kassas3

  • 1Hepatology and Gastroenterology Department, National Liver Institute, Menoufia University, Menoufia, Egypt; Gastroenterology Department, Royal Liverpool University Hospital, NHS, UK.

Arab journal of gastroenterology : the official publication of the Pan-Arab Association of Gastroenterology
|January 14, 2024
PubMed
概括

胃肠内镜中的人工智能 (AI) 有助于检测和表征诸如多之类的病变. 虽然人工智能工具有望提高患者护理和效率,但由于目前的担忧,需要进一步的法律验证.

关键词:
人工智能的人工智能内镜检查是指内镜检查.胃肠病学 胃肠病学胃肠道内镜检查是指胃肠道内镜检查.新技术 新技术 新技术

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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) 越来越多地被整合到医疗应用中.
  • 胃肠内镜中的AI系统包括计算机辅助检测 (CADe) 和计算机辅助诊断 (CADx).
  • 这些人工智能工具利用训练有素的算法进行病变识别,表征和程序指导.

研究的目的:

  • 审查人工智能在胃肠道内镜中的当前应用.
  • 突出AI在病变检测,表征和程序援助方面的能力.
  • 解决人工智能在这个领域的现有问题和未来潜力.

主要方法:

  • 对胃肠内镜中人工智能技术的审查.
  • 分析人工智能功能,如病变检测 (例如,息肉,出血) 和表征 (例如,光学活检).
  • 评估AI在改善内镜性能方面的作用 (例如,范围插入指导).

主要成果:

  • 人工智能系统在检测和表征胃肠病变方面表现出潜力.
  • 人工智能可以提供技术援助,增强内镜程序.
  • 目前在这一领域的AI技术缺乏全面的法律和监管验证.

结论:

  • 人工智能对推进胃肠内镜患者管理具有重大前景.
  • 人工智能的整合预计将导致效率和成本效益的大幅提高.
  • 解决法律和监管方面的问题对于在临床实践中广泛采用人工智能至关重要.