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Medical augmented reality system for image-guided and robotic surgery: Development and surgeon factors analysis.

机译:用于图像引导和机器人手术的医学增强现实系统:开发和外科医生因素分析。

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摘要

This research is focused on the development and surgeon factors analysis of advanced visualization technology for the operating room. The hypothesis of this work is that applying advanced technology for the visualization of real-time medical data will enhance the performance, comfort and insight of the surgeon. It will then also improve the morbidity and mortality of patients.; In the first study, we use a passive robot arm to track a calibrated end-effector mounted video camera. In real time, we superimpose the live video view with the synchronized graphical view of CT-derived segmented object(s) of interest within a phantom skull (Augmented Reality (AR)). Using the same arm, we have also developed an Image Guided Surgery system (IGS) (Virtual Reality) able to show a tracked tool's trajectory on orthogonal image data scans and 3D models. Both systems are designed with client/server architecture for potential use in telepresence. A Human factors study was conducted using 21 subjects (3 surgeons) to try and see if differences in terms of time, errors and level of awareness of the patient 3D anatomy existed between the two systems. This study indicated that IGS took a statistically significant longer time than did AR. In addition, (although on the border of statistical significance (p value of 0.068)), IGS did have on average a greater number of errors indicating gaps in awareness of the phantom's anatomy.; In a second study, a comparison of display hardware for the video stream that is being viewed from the remote surgical site was conducted. The main question was: Does visualization of the remote video at the surgical site by a Head-up display improve the performance of the test subject over viewing a monitor? In this study we concluded (using 22 subjects) that the use of a Head-up display compared with a 45° angled monitor influences positively the performance of the surgeon.; We believe and have show via subject testing that Augmented Reality generation is a natural extension for the surgeon because it does both the 2D to 3D transformation and projects the views directly onto the patient view. We conjecture that medical robotic devices of the future should be able to use this technology to directly link these systems to patient data and provide the optimal visualization of that data for the surgical team. The design and methods of the AR prototype device can, we believe, be extrapolated for current medical robotics systems and IGS systems. There are distinct advantages and disadvantages for the use of both AR and IGS systems and hence, as future work we propose a hybrid on-demand AR/VR system for use in Robotic and Image Guided Surgery.
机译:这项研究的重点是针对手术室的先进可视化技术的发展和外科手术因素分析。这项工作的假设是,将先进技术应用于实时医疗数据的可视化将增强外科医生的性能,舒适度和洞察力。然后还将改善患者的发病率和死亡率。在第一个研究中,我们使用被动机械手跟踪校准的末端执行器安装的摄像机。实时地,我们将实时视频视图与幻影头骨(增强现实(AR))中来自CT的感兴趣的分段对象的同步图形视图叠加在一起。我们还使用同一只手臂开发了图像引导手术系统(IGS)(虚拟现实),该系统能够在正交图像数据扫描和3D模型上显示被跟踪工具的轨迹。两种系统均采用客户端/服务器体系结构设计,可用于网真。对21名受试者(3名外科医生)进行了人为因素研究,以试图了解这两个系统之间在时间,错误和对患者3D解剖结构的了解程度方面是否存在差异。这项研究表明,IGS比AR花费了更长的统计时间。此外,(尽管在统计学上具有显着意义(p值为0.068)),但IGS确实平均存在较多错误,这表明在幻象解剖学意识方面存在差距。在第二项研究中,对远程手术现场正在观看的视频流的显示硬件进行了比较。主要问题是:通过抬头显示器在手术部位对远程视频进行可视化,是否比通过监视器来提高测试对象的性能?在这项研究中,我们得出结论(使用22名受试者),与45°倾斜监视器相比,平视显示器的使用会对外科医生的表现产生积极影响。我们相信并通过主题测试表明,增强现实生成对于外科医生而言是自然的扩展,因为它既可以进行2D到3D转换,又可以将视图直接投影到患者视图上。我们推测,未来的医疗机器人设备应该能够使用该技术将这些系统直接链接到患者数据,并为手术团队提供该数据的最佳可视化。我们相信,AR原型设备的设计和方法可以推断为当前的医疗机器人系统和IGS系统。同时使用AR和IGS系统具有明显的优缺点,因此,随着将来的工作,我们提出了一种混合型按需AR / VR系统,用于机器人和图像引导手术。

著录项

  • 作者

    Pandya, Abhilash.;

  • 作者单位

    Wayne State University.;

  • 授予单位 Wayne State University.;
  • 学科 Engineering Biomedical.; Health Sciences Medicine and Surgery.; Artificial Intelligence.
  • 学位 Ph.D.
  • 年度 2004
  • 页码 171 p.
  • 总页数 171
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 生物医学工程;人工智能理论;
  • 关键词

  • 入库时间 2022-08-17 11:43:18

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