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相关实验视频

Updated: Jun 17, 2025

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机器人手术中的自动化任务级自主性评估

William D Gerull1, Adam Liebendorfer2, Michael M Awad2

  • 1Department of Surgery, Section of Minimally Invasive Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8109, St. Louis, MO , 63110, USA. wgerull@wustl.edu.

Surgical endoscopy
|August 7, 2024
PubMed
概括

这项研究量化了训练员参与机器人椎间修复的数量,使用每项任务的主动控制时间 (ACT). 调查结果显示,在住院医生和同事参与方面,存在特定任务的差异,这有助于医疗外科培训的进展.

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科学领域:

  • 机器人手术 机器人手术
  • 外科教育的外科教育
  • 医疗模拟 医疗模拟

背景情况:

  • 量化外科实习生的自主性是一项挑战.
  • 主动控制时间 (ACT) 提供了广泛的测量,但缺乏特定任务的细节.
  • 需要客观的指标来评估实习生参与机器人程序.

研究的目的:

  • 在特定任务的层面上量化实习生参与机器人辅助的椎修复.
  • 使用人工智能辅助注释进行客观的绩效评估.
  • 为手术学员进步提供结构化路线图的数据.

主要方法:

  • 对于机器人椎间板裂修复病例的回顾性审查.
  • 人工智能辅助注释和人类审查将程序分成5个关键任务.
  • 记录和比较每项任务的居民和同伴主动控制时间 (ACT).

主要成果:

  • 居民在间隙解剖 (53%),胃底动员 (84%) 和 fundoplication (57%) 中显示出最高的ACT.
  • 奖学员在所有5项任务中都超过了80%的ACT,特别是胃底部动员 (100%) 和裂解剖 (88%).
  • 住院生和实习生之间的ACT显著差异在中骨解剖和骨整形期间被观察到.
关键词:
评估评估的方法自动化绩效指标自动化绩效指标自主权 自主权是什么?目标绩效指标 目标绩效指标机器人手术是一种机器人手术.机器人训练 机器人训练

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结论:

  • 客观的绩效指标和自动细分可以量化实习生参与机器人手术.
  • 机器人外科平台提供客观,自动化的实习生评估数据.
  • 任务级数据可以告知住院人员的进展,并定义到手术自主性的途径.