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Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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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.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
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A Teleoperated Robotic System-Assisted Percutaneous Transiliac-Transsacral Screw Fixation Technique
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手术反中的人工智能:一个系统的范围审查

Patrick Barba1, Stephanie Younan1, Kimberley Luu1

  • 1Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, California.

Journal of surgical education
|March 1, 2026
PubMed
概括

人工智能 (AI) 为外科教育反提供了一个有前途的补充. 在模拟中,人工智能驱动的反可以与人类指令一样有效,甚至比人类指令更好,从而增强外科训练.

科学领域:

  • 医学教育 医学教育
  • 进行外科手术培训.
  • 人工智能的人工智能

背景情况:

  • 传统的外科教育依赖于主观反.
  • 需要客观和可扩展的反方法来增强外科培训.
  • 人工智能 (AI) 为提供一致的程序反提供了一个潜在的解决方案.

研究的目的:

  • 在外科教育中系统审查人工智能应用程序以获得程序反.
  • 评估人工智能驱动反系统的现状和有效性.

主要方法:

  • 进行了2015-2025年文献的系统范围审查.
  • 详细介绍手术反人工智能系统的研究是按照PRISMA指南进行的.
  • 包括的研究经过严格的选和偏见风险分析.

主要成果:

  • 18项研究符合纳入标准,67%的研究显示偏差的风险中等.
  • 人工智能反与模拟中的专家指令相当或优于专家指令.
  • 实时人工智能反显示了在各种外科专业中更快地纠错的潜力.

结论:

  • 人工智能是传统手术反方法的重要补充.
关键词:
人工智能是一种人工智能.有关反的意见反反反.机器学习是机器学习.程序技巧 程序技巧 程序技巧模拟模拟是指一个模拟模拟.进行外科教育.

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  • 在耳鼻喉科等领域的进一步发展需要跨学科的合作.
  • 解决成本和用户信任是在外科教育中广泛采用人工智能的关键.