Suppr超能文献

基于触觉的腹腔镜手术模拟基础训练及客观评估

Haptic based fundamentals of laparoscopic surgery simulation for training with objective assessments.

作者信息

Abinaya P, Manivannan M

机构信息

Haptics Laboratory, Department of Applied Mechanics and Biomedical Engineering, Indian Institute of Technology Madras, Tamil Nadu, India.

出版信息

Front Robot AI. 2024 May 30;11:1363952. doi: 10.3389/frobt.2024.1363952. eCollection 2024.

Abstract

Force is crucial for learning psychomotor skills in laparoscopic tissue manipulation. Fundamental laparoscopic surgery (FLS), on the other hand, only measures time and position accuracy. FLS is a commonly used training program for basic laparoscopic training through part tasks. The FLS is employed in most of the laparoscopic training systems, including box trainers and virtual reality (VR) simulators. However, many laparoscopic VR simulators lack force feedback and measure tissue damage solely through visual feedback based on virtual collisions. Few VR simulators that provide force feedback have subjective force metrics. To provide an objective force assessment for haptic skills training in the VR simulators, we extend the FLS part tasks to haptic-based FLS (HFLS), focusing on controlled force exertion. We interface the simulated HFLS part tasks with a customized bi-manual haptic simulator that offers five degrees of freedom (DOF) for force feedback. The proposed tasks are evaluated through face and content validity among laparoscopic surgeons of varying experience levels. The results show that trainees perform better in HFLS tasks. The average Likert score observed for face and content validity is greater than 4.6 ± 0.3 and 4 ± 0.5 for all the part tasks, which indicates the acceptance of the simulator among subjects for its appearance and functionality. Face and content validations show the need to improve haptic realism, which is also observed in existing simulators. To enhance the accuracy of force rendering, we incorporated a laparoscopic tool force model into the simulation. We study the effectiveness of the model through a psychophysical study that measures just noticeable difference (JND) for the laparoscopic gripping task. The study reveals an insignificant decrease in gripping-force JND. A simple linear model could be sufficient for gripper force feedback, and a non-linear LapTool force model does not affect the force perception for the force range of 0.5-2.5 N. Further study is required to understand the usability of the force model in laparoscopic training at a higher force range. Additionally, the construct validity of HFLS will confirm the applicability of the developed simulator to train surgeons with different levels of experience.

摘要

在腹腔镜组织操作中,力对于学习心理运动技能至关重要。另一方面,基础腹腔镜手术(FLS)仅测量时间和位置准确性。FLS是一种通过部分任务进行基础腹腔镜训练的常用培训项目。大多数腹腔镜训练系统都采用了FLS,包括箱式训练器和虚拟现实(VR)模拟器。然而,许多腹腔镜VR模拟器缺乏力反馈,仅通过基于虚拟碰撞的视觉反馈来测量组织损伤。很少有提供力反馈的VR模拟器具有主观力指标。为了在VR模拟器中提供触觉技能训练的客观力评估,我们将FLS部分任务扩展为基于触觉的FLS(HFLS),重点是控制用力。我们将模拟的HFLS部分任务与定制的双手触觉模拟器相连接,该模拟器提供五个自由度(DOF)用于力反馈。通过不同经验水平的腹腔镜外科医生进行的表面效度和内容效度评估对所提出的任务进行评估。结果表明,学员在HFLS任务中的表现更好。所有部分任务的表面效度和内容效度的平均李克特评分分别大于4.6±0.3和4±0.5,这表明受试者因其外观和功能而接受该模拟器。表面效度和内容效度表明需要提高触觉真实感,这在现有模拟器中也有体现。为了提高力渲染的准确性,我们将腹腔镜工具力模型纳入模拟中。我们通过一项心理物理学研究来测量腹腔镜抓握任务的刚刚可察觉差异(JND),以此研究该模型的有效性。该研究表明抓握力JND的下降不显著。对于抓持器力反馈,一个简单的线性模型可能就足够了,并且在0.5 - 2.5 N的力范围内,非线性的LapTool力模型不会影响力感知。需要进一步研究以了解该力模型在更高力范围内的腹腔镜训练中的可用性。此外,HFLS的结构效度将确认所开发的模拟器对于培训不同经验水平外科医生的适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eb8d/11170034/227264b01067/frobt-11-1363952-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验