Department of Computer Engineering, Inha University, Incheon, Korea.
Department of Orthopaedic Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Korea.
J Korean Med Sci. 2020 May 11;35(18):e125. doi: 10.3346/jkms.2020.35.e125.
A preoperative planning system facilitates improving surgical outcomes that depend on the experience of the surgeons, thanks to real-time interaction between the system and surgeons. It visualizes intermediate surgical planning results to help surgeons discuss the planning. The purpose of this study was to demonstrate the use of a newly-developed preoperative planning system for surgeons less experienced in pedicle-screw fixation in spinal surgery, especially on patients with anatomical variations.
The marching cubes algorithm, a typical surface extraction technique, was applied to computed tomography (CT) images of vertebrae to enable three-dimensional (3D) reconstruction of a spinal mesh. Real-time processing of such data is difficult, as the surface mesh extracted from high-resolution CT data is rough, and the size of the mesh is large. To mitigate these factors, Laplacian smoothing was applied, followed by application of a quadric error metric-based mesh simplification to reduce the mesh size for the level-of-detail (LOD) image. Taubin smoothing was applied to smooth out the rough surface. On a multiplanar reconstruction (MPR) cross-sectional image or a 3D model view, the insertion position and orientation of the pedicle screw were manipulated using a mouse. The results after insertion were then visualized in each image.
The system was used for pre-planning pedicle-screw fixation in spinal surgery. Using any pointing device such as a mouse, surgeons can manipulate the position and angle of the screws. The pedicle screws were easy to manipulate intuitively on the MPR images, and the accuracy of screw fixation was confirmed on a trajectory view and 3D images. After surgery, CT scans were performed again, and the CT images were checked to ensure that the screws were inserted properly.
The preoperative planning system allows surgeons and students who are not familiar with pedicle-screw fixation to safely undertake surgery following preoperative planning. It also provides opportunities for screw-fixation training and simulation.
术前规划系统通过系统与外科医生的实时交互,帮助外科医生讨论规划方案,从而提高依赖外科医生经验的手术效果。该系统可视化中间手术规划结果,有助于外科医生进行讨论。本研究的目的是展示一种新开发的术前规划系统在脊柱手术中对经验不足的椎弓根螺钉固定术外科医生的使用,尤其是在解剖结构变异的患者中。
采用典型的表面提取技术——Marching Cubes 算法,对椎体的计算机断层扫描(CT)图像进行处理,实现脊柱网格的三维(3D)重建。由于从高分辨率 CT 数据中提取的表面网格粗糙,并且网格尺寸较大,因此很难实时处理此类数据。为了缓解这些因素,应用了拉普拉斯平滑,然后应用基于二次误差度量的网格简化来减少细节层次(LOD)图像的网格尺寸。Taubin 平滑用于平滑粗糙表面。在多平面重建(MPR)的横截面图像或 3D 模型视图中,使用鼠标操纵椎弓根螺钉的插入位置和方向。然后在每个图像中可视化插入后的结果。
该系统用于脊柱手术的椎弓根螺钉预规划。外科医生可以使用任何指向设备(如鼠标)来操纵螺钉的位置和角度。在 MPR 图像上,椎弓根螺钉易于直观操作,在轨迹视图和 3D 图像上确认螺钉固定的准确性。手术后,再次进行 CT 扫描,并检查 CT 图像以确保螺钉插入正确。
术前规划系统允许不熟悉椎弓根螺钉固定术的外科医生和学生在术前规划后安全地进行手术。它还为螺钉固定培训和模拟提供了机会。