Application of Augmented Reality in Robot-Assisted Mitral Valve Repair Surgery: A Feasibility Study.

IF 1.6 Q2 SURGERY
Jette J Peek, Klaus Hildebrandt, Xucong Zhang, Rohit K Kharbanda, Maurice A P Oudeman, Robert J M Klautz, Meindert Palmen, Edris A F Mahtab
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引用次数: 0

Abstract

Objective: In mitral valve surgery, it is important to be aware of adjacent intraoperatively invisible anatomy, to avoid complications and enhance safety. In this feasibility study, we aimed to develop semi-automated intraoperative 3-dimensional (3D) augmented reality (3D-AR) overlays for robotic mitral valve repair.

Methods: In 5 patients undergoing robot-assisted mitral valve repair, a 3D point cloud was generated, using intraoperatively recorded images from both eyes of the stereoscopic da Vinci camera (Intuitive Surgical, Sunnyvale, CA, USA). An intraoperative 3D-AR overlay was created using a scale-adaptive iterative closest point algorithm and landmarks placed on the mitral valve annulus. Finally, important anatomical structures such as the circumflex artery, Koch's triangle, and aortic valve leaflets could be visualized as a 3D-AR overlay on top of the surgical vision. To evaluate the accuracy, these 3D point clouds were validated by calculating the 3D point cloud accuracy and landmark registration error (LRE).

Results: The 3D point clouds and 3D-AR overlays were successfully created for all 5 patients. The 3D point clouds were accurate, with a median error of -0.92 mm, and the LRE was 5.12 mm. The time for creating the 3D-AR overlay was approximately 5 min. Besides creating the 3D-AR overlays, we could visualize the models directly within the robotic console during the surgical procedure.

Conclusions: We present an algorithm for generating accurate semiautomatic 3D-AR overlays, visualizing essential anatomical structures during robot-assisted mitral valve repair. This may lead to automated intraoperative 3D-AR vision during robotic cardiac surgery, with the potential of increasing safety, accuracy, and efficiency.

增强现实技术在机器人辅助二尖瓣修复手术中的应用:可行性研究。
目的:在二尖瓣手术中,注意术中邻近的隐性解剖,避免并发症的发生,提高手术安全性。在这项可行性研究中,我们的目标是为机器人二尖瓣修复开发半自动术中三维增强现实(3D- ar)覆盖层。方法:对5例接受机器人辅助二尖瓣修复的患者,使用术中双眼立体达芬奇相机(Intuitive Surgical, Sunnyvale, CA, USA)记录的图像,生成三维点云。术中3D-AR覆盖使用比例自适应迭代最近点算法和二尖瓣环上的地标创建。最后,重要的解剖结构,如旋动脉、科赫三角和主动脉瓣小叶,可以在手术视觉上以3D-AR叠加的形式可视化。为了评估精度,通过计算三维点云精度和地标配准误差(LRE)对这些三维点云进行验证。结果:5例患者均成功建立三维点云和3D- ar覆盖。三维点云精度较高,中位误差为-0.92 mm, LRE为5.12 mm。创建3D-AR覆盖的时间大约是5分钟。除了创建3D-AR叠加,我们还可以在手术过程中直接在机器人控制台中可视化模型。结论:我们提出了一种算法,用于生成精确的半自动3D-AR覆盖,在机器人辅助二尖瓣修复过程中可视化基本解剖结构。这可能会在机器人心脏手术中实现自动术中3D-AR视觉,具有提高安全性、准确性和效率的潜力。
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来源期刊
CiteScore
2.00
自引率
6.70%
发文量
80
期刊介绍: Innovations: Technology and Techniques in Cardiothoracic and Vascular Surgery is the first journal whose main mission is to disseminate information specifically about advances in technology and techniques that lead to less invasive treatment of cardiothoracic and vascular disease. It delivers cutting edge original research, reviews, essays, case reports, and editorials from the pioneers and experts in the field of minimally invasive cardiothoracic and vascular disease, including biomedical engineers. Also included are papers presented at the annual ISMICS meeting. Official Journal of the International Society for Minimally Invasive Cardiothoracic Surgery
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