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混合现实超声引导系统:系统开发案例研究及警示故事。

Mixed reality ultrasound guidance system: a case study in system development and a cautionary tale.

机构信息

Robarts Research Institute, Western University, London, ON, Canada.

London Health Sciences Centre, London, ON, Canada.

出版信息

Int J Comput Assist Radiol Surg. 2018 Apr;13(4):495-505. doi: 10.1007/s11548-017-1665-7. Epub 2017 Aug 31.

Abstract

PURPOSE

Real-time ultrasound has become a crucial aspect of several image-guided interventions. One of the main constraints of such an approach is the difficulty in interpretability of the limited field of view of the image, a problem that has recently been addressed using mixed reality, such as augmented reality and augmented virtuality. The growing popularity and maturity of mixed reality has led to a series of informal guidelines to direct development of new systems and to facilitate regulatory approval. However, the goals of mixed reality image guidance systems and the guidelines for their development have not been thoroughly discussed. The purpose of this paper is to identify and critically examine development guidelines in the context of a mixed reality ultrasound guidance system through a case study.

METHODS

A mixed reality ultrasound guidance system tailored to central line insertions was developed in close collaboration with an expert user. This system outperformed ultrasound-only guidance in a novice user study and has obtained clearance for clinical use in humans. A phantom study with 25 experienced physicians was carried out to compare the performance of the mixed reality ultrasound system against conventional ultrasound-only guidance. Despite the previous promising results, there was no statistically significant difference between the two systems.

RESULTS

Guidelines for developing mixed reality image guidance systems cannot be applied indiscriminately. Each design decision, no matter how well justified, should be the subject of scientific and technical investigation. Iterative and small-scale evaluation can readily unearth issues and previously unknown or implicit system requirements.

CONCLUSIONS

We recommend a wary eye in development of mixed reality ultrasound image guidance systems emphasizing small-scale iterative evaluation alongside system development. Ultimately, we recommend that the image-guided intervention community furthers and deepens this discussion into best practices in developing image-guided interventions.

摘要

目的

实时超声已成为几种图像引导介入的关键方面。这种方法的主要限制之一是图像有限视场的可解释性困难,最近使用混合现实(如增强现实和增强虚拟)解决了这个问题。混合现实的日益普及和成熟导致了一系列非正式的指导方针,以指导新系统的开发并促进监管批准。然而,混合现实图像引导系统的目标和开发这些系统的指导方针尚未得到彻底讨论。本文的目的是通过案例研究,确定并批判性地检查混合现实超声引导系统背景下的开发指南。

方法

与专家用户密切合作,开发了一种专门用于中央线插入的混合现实超声引导系统。该系统在新手用户研究中优于仅超声引导,并且已获得人体临床使用许可。进行了一项包含 25 名经验丰富的医生的体模研究,以比较混合现实超声系统与传统仅超声引导的性能。尽管之前的结果很有希望,但两种系统之间没有统计学上的显著差异。

结果

不能不加区分地应用开发混合现实图像引导系统的指南。每个设计决策,无论多么合理,都应该成为科学和技术调查的主题。迭代和小规模评估可以轻易发现问题和以前未知或隐含的系统要求。

结论

我们建议在开发混合现实超声图像引导系统时要谨慎,强调小规模迭代评估与系统开发并行。最终,我们建议图像引导干预界深入讨论并完善开发图像引导干预的最佳实践。

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