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血管外科医生的人工智能

Sina Asaadi1, Kevin N Martins2, Mary M Lee1

  • 1Veterans Administration Loma Linda Healthcare System, 11201 Benton Street, Mail Code 112, Loma Linda, CA 92357.

Seminars in vascular surgery
|October 20, 2023
PubMed
概括

人工智能 (AI) 为血管外科手术在诊断和预测方面的挑战提供了有希望的解决方案. 了解人工智能的基础知识使血管外科医生能够有效地利用这些进展.

科学领域:

  • 血管外科 血管外科
  • 医学的人工智能 (AI)

背景情况:

  • 人工智能 (AI) 越来越多地被整合到各种医学领域,包括血管外科手术.
  • 人工智能在血管外科手术中的当前应用侧重于诊断,风险分层和结果预测.
  • 血管外科人工智能是一个新兴领域,具有巨大的潜力.

研究的目的:

  • 提供有关血管外科手术的人工智能 (AI) 原则的基本理解.
  • 突出人工智能的当前和潜在作用,以解决血管外科的临床挑战.
  • 讨论人工智能在现场应用的局限性和影响.

主要方法:

  • 对血管外科人工智能应用现有文献的综述.
  • 综合基本的AI概念及其与临床实践的相关性.
  • 分析AI对血管诊断,风险分层和结果预测的影响.

主要成果:

  • 人工智能在血管诊断,风险分层和结果预测方面展示了有希望的发展.
  • 对AI的基本理解使血管外科医生能够更好地利用和解释由AI生成的数据.
  • 该审查确定了与当前AI应用相关的关键挑战和局限性.

结论:

关键词:
人工智能的人工智能是人工智能.机器学习是机器学习.神经网络的神经网络的神经网络

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  • 人工智能具有显著的潜力,可以通过克服临床挑战来增强血管外科实践.
  • 需要进一步的研究和教育才能充分认识到AI在血管外科手术中的好处.
  • 解决人工智能的局限性对于其在现场成功和道德地实施至关重要.