arXiv:2503.15503cs.HCcs.RO2025-03被引 1

XR模拟器能显著提升新手外科医生手术能力,效果接近传统训练。

Impact of Extended Reality on Robot-Assisted Surgery Training

  • 用扩展现实(XR)模拟器进行外科手术训练
  • 新手医生任务完成时间更快,GEARS评分显著提高
  • 适合想低成本低风险提升机器人手术技能的医学生和培训师

机器人辅助手术(RAS)学习曲线极为陡峭。为提升外科医生技能,已发展出术前训练方法,包括将扩展现实(XR)模拟器纳入培训体系。本研究采用PRISMA 2020指南,系统检索PubMed、Embase、Web of Science和Cochrane图书馆,筛选比较新手医生在无额外训练、接受XR训练或使用实体模型(传统模拟)训练后表现的研究。使用GEARS评分或完成时间作为衡量指标,通过SPSS进行荟萃分析。结果显示,接受XR训练的新手医生在任务完成时间上显著快于未训练组(Cohen's d=-0.95, p=0.02),但略慢于传统训练组(Cohen's d=0.65, p=0.14),差异不显著;在GEARS评分上,XR组显著优于无训练组(Cohen's d=0.964, p<0.001),且与传统训练组相当(Cohen's d=0.65, p=0.14)。该研究证明,XR模拟器可在低成本、低风险环境中有效传递复杂手术技能。

原文摘要 · Abstract (English)

Robot Assisted Surgeries (RAS) have one of the steepest learning curves of any type of surgery. Because of this, methods to practice RAS outside the operating room have been developed to improve the surgeons skills. These strategies include the incorporation of extended reality simulators into surgical training programs. In this Systematic review, we seek to determine if extended reality simulators can improve the performance of novice surgeons and how their performance compares to the conventional training of surgeons on Surgical robots. Using the PRISMA 2020 guidelines, a systematic review and meta-analysis was performed searching PubMed, Embase, Web of Science, and Cochrane library for studies that compared the performance of novice surgeons that received no additional training, trained with extended reality, or trained with inanimate physical simulators (conventional additional training). We included articles that gauged performance using either GEARS or Time to complete measurements and used SPSS to perform a meta-analysis to compare the performance outcomes of the surgeons after training. Surgeons trained using extended reality completed their surgical tasks statistically significantly faster than those who did not receive training (Cohen's d=-0.95, p=0.02), and moderately slower than those conventionally trained (Cohen's d=0.65, p=0.14). However, this difference was not statistically significant. Surgeons trained on extended reality demonstrated a statistically significant improvement in GEARS scores over those who did not train (Cohen's d=0.964, p<0.001). While surgeons trained in extended reality had comparable GEARS scores to surgeons trained conventionally (Cohen's d=0.65, p=0.14). This meta-analysis demonstrates that extended reality simulators translated complex skills to surgeons in a low cost and low risk environment.

XR训练机器人手术外科培训模拟器

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